An Indexed Bibliography of Genetic Algorithms in the Nordic and Baltic Countries compiled by Jarmo T. Alander Department of Electrical and Energy Engineering: Automation University of Vaasa P.O. Box 700, FIN-65101 Vaasa, Finland phone: +358-6-324 8444, fax: +358-6-324 8467 Report Series No. 94-1-NORDIC (Updated 2015/02/15 18:35 ) available at http://www.uva.fi/~TAU/reports/report94-1/gaNORDICbib.pdf c 1994-2014 Jarmo T. Alander Copyright c Cover image: 2007 Jarmo Alander, All rights reserved. University of Vaasa West entrance. Trademarks Product and company names listed are trademarks or trade names of their respective companies. Warning While this bibliography has been compiled with the utmost care, the editor takes no responsibility for any errors, missing information, the contents or quality of the references, nor for the usefulness and/or the consequences of their application. The fact that a reference is included in this publication does not imply a recommendation. The use of any of the methods in the references is entirely at the user’s own responsibility. Especially the above warning applies to those references that are marked by trailing ’†’ (or ’*’), which are the ones that the editor has unfortunately not had the opportunity to read. An abstract was available of the references marked with ’*’. Contents 1 Preface 1.1 Your contributions erroneous or missing? 1.1.1 How to cite this report? . . . . . . 1.2 How to get this report via Internet? . . 1.3 Acknowledgement . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2 Introduction 1 2 2 2 2 4 3 Statistical summaries 3.1 Publication type . . . 3.2 Annual distribution . . 3.3 Classification . . . . . 3.4 Authors . . . . . . . . 3.5 Topic distribution . . 3.6 Conclusions and future . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5 5 5 5 6 7 7 4 Indexes 4.1 Books . . . . . . . . . 4.2 Journal articles . . . . 4.3 Theses . . . . . . . . . 4.3.1 PhD theses . . 4.3.2 Master’s theses 4.4 Report series . . . . . 4.5 Patents . . . . . . . . 4.6 Authors . . . . . . . . 4.7 Subject index . . . . . 4.8 Annual index . . . . . 4.9 Geographical index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 9 9 9 11 12 12 12 13 15 24 25 26 Bibliography 27 Appendixes 93 A Bibliography entry formats 93 i ii Chapter 1 Preface “ Living organism are consummate problem solvers. They exhibit a versatility that puts the best computer programs to shame. ” John H. Holland, [1] The material of this bibliography has been extracted from the genetic algorithm bibliography [2], which when this report was compiled (February 15, 2015) contained 23240 items and which has been collected from several sources of genetic algorithm literature including Usenet newsgroup comp.ai.genetic and the bibliographies [3, 4, 5, 6]. The following index periodicals and databases have been used systematically • A: International Aerospace Abstracts: Jan. 1995 – Sep. 1998 • ACM: ACM Guide to Computing Literature: 1979 – 1993/4 • BA: Biological Abstracts: July 1996 - Aug. 1998 • CA: Computer Abstracts: Jan. 1993 – Feb. 1995 • CCA: Computer & Control Abstracts: Jan. 1992 – Dec. 1999 (except May -95) • ChA: Chemical Abstracts: Jan. 1997 - Dec. 2000 • CTI: Current Technology Index Jan./Feb. 1993 – Jan./Feb. 1994 • DAI: Dissertation Abstracts International: Vol. 53 No. 1 – Vol. 56 No. 10 (Apr. 1996) • EEA: Electrical & Electronics Abstracts: Jan. 1991 – Apr. 1998 • EI A: The Engineering Index Annual: 1987 – 1992 • EI M: The Engineering Index Monthly: Jan. 1993 – Apr. 1998 (except May 1997) • Esp@cenet patents – Apr. 2002 • IEEE: IEEE and IEE Journals – Fall 2002 • N: Scientific and Technical Aerospace Reports: Jan. 1993 - Dec. 1995 (except Oct. 1995) • NASA NASA ADS www bibliography database: – Dec. 2002 • P: Index to Scientific & Technical Proceedings: Jan. 1986 – Dec 1999 (except Nov. 1994) • PA: Physics Abstracts: Jan. 1997 – June 1999 • PubMed: National Library of Medicine Jan. 2000 – Oct. 2000, 2011-2013 • SPIE Web The International Society for Optical Engineering – June 2002 1 2 1.1 Genetic algorithms in the Nordic and Baltic countries Your contributions erroneous or missing? The bibliography database is updated on a regular basis and certainly contains many errors and inconsistences. The editor would be glad to hear from any reader who notices any errors, missing information, articles etc. In the future a more complete version of this bibliography will be prepared for the genetic algorithms in the Nordic and Baltic countries research community and others who are interested in this rapidly growing area of genetic algorithms. When submitting updates to the database, paper copies of already published contributions are preferred. Paper copies (or ftp ones) are needed mainly for indexing. We are also doing reviews of different aspects and applications of GAs where we need as complete as possible collection of GA papers. Please, do not forget to include complete bibliographical information: copy also proceedings volume title pages, journal table of contents pages, etc. Observe that there exists several versions of each subbibliography, therefore the reference numbers are not unique and should not be used alone in communication, use the key appearing as the last item of the reference entry instead. Complete bibliographical information is really helpful for those who want to find your contribution in their libraries. If your paper was worth writing and publishing it is certainly worth to be referenced right in a bibliographical database read daily by GA researchers, both newcomers and established ones. 1.1.1 How to cite this report? You can use the BiBTEX file GASUB.bib, which is available in our site lipas.uwasa.fi in directory reports/report94-1 and contains records for GA subbibliographies for citing with LATEX/BibTEX. 1.2 How to get this report via Internet? Versions of this bibliography are available via www from the following site: media web country Finland site lipas.uwasa.fi directory ~TAU/reports/report94-1 file gaNORDICbib.pdf The directory also contains some other indexed GA bibliographies shown in table A.1. In case you do not find a proper one please let us know: it may be easy to tailor a new one. 1.3 Acknowledgement The editor wants to acknowledge all who have kindly supplied references, papers and other information on genetic algorithms in the Nordic and Baltic countries literature. At least the following GA researchers have already kindly supplied their complete autobibliographies and/or proofread references to their papers: Dan Adler, Patrick Argos, Jarmo T. Alander, James E. Baker, Wolfgang Banzhaf, Helio J. C. Barbosa, Hans-Georg Beyer, Christian Bierwirth, Peter Bober Joachim Born, Ralf Bruns, I. L. Bukatova, Thomas Bäck, Chhandra Chakraborti, Nirupam Chakraborti, David E. Clark, Carlos A. Coello Coello, Yuval Davidor, Dipankar Dasgupta, Marco Dorigo, J. Wayland Eheart, Bogdan Filipič, Terence C. Fogarty, David B. Fogel, Toshio Fukuda, Hugo de Garis, Robert C. Glen, David E. Goldberg, Martina GorgesSchleuter, Hitoshi Hemmi, Vasant Honavar, Jeffrey Horn, Aristides T. Hatjimihail, Heikki Hyötyniemi Mark J. Jakiela, Richard S. Judson, Bryant A. Julstrom, Charles L. Karr, Akihiko Konagaya, Aaron Konstam, John R. Koza, Kristinn Kristinsson, Malay K. Kundu, D. P. Kwok, Jouni Lampinen, Jorma Laurikkala, Gregory Levitin, Carlos B. Lucasius, Timo Mantere, Michael de la Maza, John R. McDonnell, J. J. Merelo, Laurence D. Merkle, Zbigniew Michalewics, Melanie Mitchell, David J. Nettleton, Volker Nissen, Ari Nissinen, Tatsuya Niwa, Tomasz Ostrowski, Kihong Park, Jakub Podgórski, Timo Poranen, Nicholas J. Radcliffe, Colin R. Reeves, Gordon Roberts, David Rogers, David Romero, Sam Sandqvist, Ivan Santibáñez-Koref, Marc Schoenauer, Markus Schwehm, Hans-Paul Schwefel, Michael T. Semertzidis, Davil L. Shealy, Moshe Sipper, William M. Spears, Donald S. Szarkowicz, El-Ghazali Talbi, Masahiro Tanaka, Leigh Tesfatsion, Peter M. Todd, Marco Tomassini, Andrew L. Tuson, Kanji Ueda, Jari Vaario, Acknowledgement 3 Gilles Venturini, Hans-Michael Voigt, Roger L. Wainwright, D. Eric Walters, James F. Whidborne, Stefan Wiegand, Steward W. Wilson, Xin Yao, Xiaodong Yin, and Ljudmila A. Zinchenko. The editor also wants to acknowledge Elizabeth Heap-Talvela for her kind proofreading of the manuscript of this bibliography and Tea Ollanketo and Sakari Kauvosaari for updating the database. Prof. Timo Salmi and the Computer Centre of University of Vaasa is acknowledged for providing and managing the online web site lipas.uwasa.fi, where these indexed bibliographies are located since Summer 2012. Chapter 2 Introduction “Many scientist, possibly most scientist, just do science without thinking too much about it. They run experiments, make observations, show how certain data conflict with more general views, set out theories, and so on. Periodically, however, some of us—scientists included—step back and look at what is going on in science.” David L., Hull, [7] The table 2.1 gives the queries that have been used to extract this bibliography. The query system as well as the indexing tools used to compile this report from the BiBTEX-database [8] have been implemented by the author mainly as sets of simple awk and gawk programs [9, 10]. string *FIN *SWE *DMK *NOR *ICE *EST *LATVIA *LIE field ANNOTE ANNOTE ANNOTE ANNOTE ANNOTE ANNOTE ANNOTE ANNOTE class Finland Sweden Denmark Norge Iceland Estonia Latvia Lithuania Table 2.1: Queries used to extract this subbibliography from the source database. 4 Chapter 3 Statistical summaries type book section of a book part of a collection journal article proceedings article proceedings report manual PhD thesis MSc thesis others total This chapter gives some general statistical summaries of genetic algorithms in the Nordic and Baltic countries literature. More detailed indexes can be found in the next chapter. References to each class (c.f table 2.1) are listed below: • Denmark 66 references ([11]-[76]) • Estonia 1 references ([77]-[77]) • Finland 886 references ([78]-[962]) number of items 10 4 66 306 458 5 157 2 59 59 6 1132 • Iceland 6 references ([963]-[968]) Table 3.1: Distribution of publication type. • Latvia 4 references ([969]-[972]) • Lithuania 4 references ([973]-[976]) 3.2 • Norge 38 references ([977]-[1014]) Annual distribution • Sweden 125 references ([1015]-[1139]) Table 3.2 gives the number of genetic algorithms in the Nordic and Baltic countries papers published annually. The annual distribution is also shown in fig. 3.1. The average annual growth of GA papers has been approximately 40 % during late 70’s - early 90’s. Observe that each reference is included (by the computer) only to one of the above classes (see the queries for classification in table 2.1; the textual order in the query gives priority for classes). 3.1 Publication type This bibliography contains published contributions including reports and patents. All unpublished manuscripts have been omitted unless accepted for publication. In addition theses, PhD, MSc etc., are also included whether or not published somewhere. Table 3.1 gives the distribution of publication type of the whole bibliography. Observe that the number of journal articles may also include articles published or to be published in unknown forums. 3.3 Classification Every bibliography item has been given at least one describing keyword or classification by the editor of this bibliography. Keywords occurring most are shown in table 3.3. 5 6 Genetic algorithms in the Nordic and Baltic countries 3.4 year 1991 1993 1995 1997 1999 2001 2003 2005 2007 2009 2011 2013 total items 7 37 130 71 86 98 42 40 36 27 26 10 1970 1980 year 1992 1994 1996 1998 2000 2002 2004 2006 2008 2010 2012 2014 items 24 55 81 64 71 56 39 26 38 33 29 6 1132 Authors Table 3.4 gives the most productive authors. total number of authors 1030 Alander, Jarmo T. 228 Mantere, Timo 47 Lampinen, Jouni 38 Koljonen, Janne 25 Nordin, Peter 21 Haataja, Juha 18 Anon. 16 Banzhaf, Wolfgang 14 Räihä, Outi 14 Olsson, Björn 13 Hirvensalo, Mika 12 Moghadampour, Ghodrat 12 Table 3.2: Annual distribution of contributions. Fränti, Pasi 11 Koskimies, Kai 11 Bräysy, Olli 10 Hyötyniemi, Heikki 10 Nevalainen, Olli 10 Total 1148 Nissinen, Ari S. 10 others 0 Sandqvist, Sam 10 Torresen, Jim 10 Vaario, Jari 10 Table 3.3: The most popular subjects. 2 authors 9 7 authors 8 7 authors 7 15 authors 6 14 authors 5 6Genetic algorithms in the Nordic and Baltic countries 35 authors 4 ccccc 63 authors 3 c cc c 151 authors 2 1000 c c c 715 authors 1 ccc number of papers c c ccc c c (log scale) c c c s c 100 cc s Table 3.4: The most productive genetic algos s cc s ss s ss rithms in the Nordic and Baltic countries authors. ss s s s c s ssss s ccc c c cc cccc s 10 s cc c s c c c c cc c c c c 1 c c cc 1960 2015/02/15 1990 2000 2010 year Figure 3.1: The number of papers applying genetic algorithms in the Nordic and Baltic countries (•, N = 1148 ) and total GA papers (◦, N = 23240 ). Observe that the last few years are most incomplete in the database. Topic distribution 3.5 7 Topic distribution Table 3.5 gives the distribution of topics as compared to the total database. 2015/02/15 topic Total special n % 1148 100.00 comparison δ[%] ∆[%] all N 23240 % 100.00 Table 3.5: The distribution of topics (n) compared (δ and ∆) to the topic distribution of the total nNT otal database (N ). In the comparison column: δ% = %special−%all and ∆ = (1 − N nT otal ) × 100%. ∆ is the relative (%) deviation from the expected number of special papers. Observe that a paper may contain several topics. 3.6 Conclusions and future The editor believes that this bibliography contains references to most genetic algorithms in the Nordic and Baltic countries contributions upto and including the year 1998 and the editor hopes that this bibliography could give some help to those who are working or planning to work in this rapidly growing area of genetic algorithms. 8 Genetic algorithms in the Nordic and Baltic countries Chapter 4 Indexes 4.1 Books Acta Polytechnica Scandinavica, Electrical Engineering Series (Finland), [667] The following list contains all items classified as books. Adaptive Behavior, [1099] Adv. Eng. Softw. (UK), [526] Advances in Acoustics and Vibration, Ann. Otol. Rhinol. Laryngol., An indexed bibliography of genetic algorithms: Years 19571993, [2] Det Levende Spil Biologisk Form og Kunstigt Liv, Annals of CIPR, [702, 750, 830] Applied Mathematics and Computation, [73] Applied Physics Letters, Differential Evolution, A Practical Approach to Global Optimization, [356] Explorations in Quantum Computing, [1066] [789] [963, 1121] [1048] Applied Physics Letters, Interdisciplinary and General Physics, [1055, 1057] [469] Applied Soft Computing, [386, 494, 504, 1082, 864] Genetic Fuzzy Systems, Evolutionary Tuning and Learning of Fuzzy Knowledge Bases, [1028] Arkhimedes, [151, 153] Arpakannus, [177, 188, 196, 210, 240, 241, 242] Näkökulmia laskennalliseen tieteeseen – Alkuräjähdyksestä kännykkään [Views to Computational Science – From Big Bang to Mobile Phones], [745] Artificial Intelligence in Medicine, Artificial Life, [1081] [48, 53] Astron. Astrophys. Suppl. Ser. (France), Quantum Computing in Solid State Systems, [1058] Astronomy and Astrophysics, Quantum Computing, [212] Astronomy & Astrophysics, Tekoelämä, [45] Atmospheric Environment, The Garden in the Machine. The Emerging Science of Artificial Life, [37] total 10 books [214] [351] Automaatioväylä, [335, 721, 734] Automatizace, [249] Biological Cybernetics, [1115] Biological Invasions, [410] Building and Environment, Bulletin of EATCS, 4.2 Journal articles The following list contains the references to every journal article included in this bibliography. The list is arranged in alphabetical order by the name of the journal. @CSC, Acta Forestalia Fennica, [491] [254] Canadian Journal of Forest Research, ChemMedChem, [66] [209] [382] [473] Chemometrics and Intelligent Laboratory Systems, [190, 243, 692] Cladistics, [183] Cognitive Computing, [458] Complexity (USA), [62] Comput. Econ., [833] Comput. Methods Programs Biomed., [587] [981] Computational Optimization and Applications, Acta Ophthalmologica, [1076] [497] Computer Methods and Programs in Biomedicine, 754] Acta Polytech. Scand. Math. Comput. Manag. Eng. Ser. (Finland), [720] Computer Science Review, 9 [457] [1042] [977, 10 Genetic algorithms in the Nordic and Baltic countries Computer-Aided Design, Computers & Industrial Engineering, Computers & Operations Research, Control Cybern. (Poland), CSC News, [995] International Journal for Numerical Methods in Fluids, [1077] [816] [514, 1085, 814] International Journal of Approximate Reasoning, [1109] International Journal of Computer Math., [170, 599, 806, 829] Diversity and Distribution, Electromotion (Romania), International Journal of Health Geographics, [742] International Journal of Hydrogen Energy, [715] [479, 515] Engineering Applications of Artificial Intelligence, [327, 423] Engineering Optimization, [415] [555] International Journal of Engineering, Science and Technology, [29] [25] Electric Power Systems Research, Energy and Buildings, International Journal for Numerical Methods in Engineering, [985] [303] Computerized Medical Imaging and Graphics, [419, 510] European Journal of Operational Research, [197, 340, 453] European Journal of Pharmaceutical Sciences, European Transactions on Electrical Power, [30] [470] [26] [456] International Journal of Innovative Computing Information and Control, [460, 466] International Journal of Innovative Computing, Information and Control, [507] International Journal of Neural Systems, [49] International Journal of Remote Sensing, [362] International Journal of Systems Science, [511] Europhysics Letters, [973] Evolutionary Theory, [1097] International Journal on Intelligent Automation and Soft Computing, [826] EvoNews, [54] Ironmaking & Steelmaking, Expert Syst. Appl. (UK), [661] Expert Systems and Applications, [387] Expert Systems with Applications, Forest Ecology and Management, Forest Science, [344] Genetics, [1021] [475, 1075, 495, 512] ITviikko, [289] J Chem Inf Model, [357, 389] J. Comput. Acoust. (Singapore), [1117] Journal of Artificial Evolution and Applications, [1018] [1107] Journal of Chemical Information and Modeling, [152, 168, 189, 233, 321, 323, 430, 524, 545, 586, 603, 644, 853, 854, 861, 862] [596] Journal of Chemometrics, [759] Journal of Computational and Theoretical Nanoscience, Journal of Computational Chemistry, Journal of Computational Physics, [451] [1037] IEEE Journal on Selected Areas in Communications, [1050] Journal of Computer Science and Technology, IEEE Signal Processing Letters, Journal of Electronic Imaging, [1124] IEEE Transactions on Antennas and Propagation, IEEE Transactions on Biomedical Engineering, [868] [764] IEEE Transactions on Evolutionary Computations, IEEE Transactions on Evolutionary Computing, IEEE Transactions on Fuzzy Systems, [1062] [471] [450] [300] [302, 339] Journal of Hydroinformatics, [459] [791] [996] Journal of Global Optimization, Journal of Heuristics, [16] Journal of Lightwave Technology, Journal of Medicinal Chemistry, IEEE Transactions on Instrumentation and Measurement, [363] Journal of Molecular Biology, [1054, 1010] [449] [988] Journal of Near Infrared Spectroscopy, [501] IEEE Transactions on Medical Imaging, [388, 388, 967] IEEE Transactions on Software Engineering, [997, 999] IEEE Transactions on Wireless Communications, [500] [406, 408] Journal of Near-Infrared Spectroscopy, [1047] Journal of Physics D-Applied Physics, [78, 79, 80, 81] Journal of Physics-Condensed Matter, [499] Journal of Synchrotron Radiation, [762] Ilta-Sanomat, [207] Journal of Systems Architecture, Informatica, [548, 594] Journal of the Acoustical Society of America, Information and Software Technology, [1067] [1025, 490, 509] Information Technology and Control, [395, 654] Journal of the American Chemical Society, [486] [32] Journal of the Society of Instrument and Control Engineers, [976] Intelligent Systems in Accounting, Finance & Management, [348] [493] [638] Journal of Financial Economics, Journal of Food Engineering, IEEE Transactions on Geoscience and Remote Sensing, Information Sciences, [481] [21] [478] IEE Proceedings Microwaves, Antennas and Propagation, IEEE Transactions on Magnetics, [994] Journal of Chemical Information and Computer Sciences, Helsingin Sanomat, IBM asiaa, [445] [558] Journal of Theoretical Biology, Kemia-Kemi, [174] [60] Theses 11 Kybernetes, [221, 282] Länsiväylä, [785] Machine Learning, [646] Soft Computing - A Fusion of Foundations, Methodologies and Applications, [331] Software - Practice and Experience (UK), Magnetic Resonance Imaging, [454] Structural and Multidisciplinary Optimization, Match-Communications in Mathematical and in Computer Chemistry, [502] Suomen Lääkärilehti, [689] Materials and Manufacturing Processes, SuperMenu, [846, 847, 849] T-Lehti, [364] Talouselämä, [660] [476, 487] Mechanical Systems and Signal Processing, Medical Image Analysis, [437] [280] [1039] Methods of Information in Medicine, [803] Microwave and Optical technology Letters, [361] Muhely (The Hungarian Journal of Modern Art), Nature, [59] TEK - Tekniikan akateemiset, [61] [435] Tekniikan maailma, [299] Tekniikan näköalat, [614] Tekniikka & Talous, [236, 311, 317, 370, 379, 411, 537, 551, [17] Neural Processing Letters, [301, 801] Neurocomputing, [24] NMR in Biomedicine, [998] 578, 623] Nonlinear Analysis-Theory Methods & Applications, [965, The Computer Journal, [713] 966] Numerical Astrophysics, Optical Engineering, The International Journal in Computer Simulation, [65] The Journal of Chemical Physics, [349, 425] Optics Communications, [975] [325, 1056] PaleoAnthropology, [1060] Parallel Computing, [1049] Pattern Analysis & Applications, Pattern Recognition, Physica C, Theoretical Computer Science, [165] [135] Pattern Recognition Letters, Physical Chemistry Chemical Physics, [621] Physical Review B, [974] Physical Review Letters, [1078, 1080, 34] [1020, 19, 31] [822] Tiede, [274, 296] Tiede 2000, [576, 588] Tieteessä tapahtuu, [818] Tietojenkäsittelytiede, [316] Tietokone, [297] Tietoväylä, [366] Tietoyhteys, [166] Pohjalainen, [312, 566, 810] Transportation Science, Polysteekki, [133] Ultrasonics, PRL, [298] Proceedings of the IEEE, [359] [1126] Vaasa University Journal, [1026] [761] Proceedings of the Institution of Mechanical Engineers Part L-Journal of Materials-Design and Applications, [468] Vaasan Yliopistolehti, [206, 287, 319, 573, 624, 799] Water Research, [69] Progress in Physical Geography, WSEAS Transactions on Computers, Protein Engineering, [380] [564] Quantitative Structure-Activity Relationships, Reliable Computing, [607, 617] Remote Sensing, [485] Remote Sensing of Environment, Scandinavian Audiology, [186] Silva Fennica, [375] Soft Computing, [474] [601] [796] [664] @CSC, [792] total 306 articles in 208 series [77, 326] 4.3 [1110] Robotics and Machine Perception, [338] Yliopisto – Acta Universitatis Helsingiensis, Proteins: Structure, Function, and Genetics, Robotica, [489] [488, 503, 712] [194] Physical Review A, [33] The Journal of the Acoustical Society of America, Optics Express, [561] Theses [775] The following two lists contain theses, first PhD theses and then Master’s etc. theses, arranged in alphabetical order by the name of the school. 12 Genetic algorithms in the Nordic and Baltic countries 4.3.1 PhD theses Aalborg University, [22] Blekinge Institute of Technology, [1069] Helsinki University of Technology, [155, 255, 271, 283, 285, 314, 324, 352, 358, 394, 409, 650, 714, 741, 749, 786, 821, 823] Helsinki University of Technology?, Kungliga Tekniska högskolan, [784] University of Miami, [964] University of Oslo, [991] University of Tampere, [413, 422, 662] University of Turku, [711, 758] University of Umeå, [1132] [117, 416, 513, 517, 518, 643, 645, 705, 719, 788, 807, 809, 815] [150, 272] total 59 thesis in 19 schools [1068, 1071, 1079] Norges Teknisk-Naturvitenskapelige Universitet, Stockholm University, [706] University of Vaasa, [1063] Lappeenranta University of Technology, Mälardalen University, University of Kuopio, [987] [1113] Swedish University of Agricultural Sciences, Tampere University of Technology, [1046] [307, 404, 483, 670, 793] Universidad politécnica de Valencia, [1061] 4.4 Report series The following list contains references to all papers published as technical reports. The list is arranged in alphabetical order by the name of the institute. University Exeter, [1128] University of Aarhus, [18] Aarhus University, University of Helsinki, [185, 341, 855] Advanced Telecommunications Research Institute International, [858] University of Louisville, [769] University of Oulu, Chalmers Tekniska Högskola, [328, 432] University of Pennsylvania, [1136, 1139] Helsinki University of Technology, [534] University of Turku, [146, 310, 329, 354, 800, 805] University of Vaasa, [184, 309, 376, 452, 482, 802] total 59 thesis in 21 schools Linköping University, [1130] Lund University, [1073] Novacast AB, [84] Rolf Nevanlinna Institute, [1033] SINTEF Applied Mathematics, This list includes also “Diplomarbeit”, “Tech. Lic. Theses”, etc. [39] Blekinge Institute of Technology, [1043, 1064] Chalmers University of Technology, [1051] Helsinki University of Technology, [105, 129, 158, 159, 218, 260, 276, 277, 332, 334, 343, 367, 372, 381, 417, 529, 540, 543, 698, 726, 744, 813] Lappeenranta University of Technology, Lund Institute of Technology, Mälardalen University, [162, 336] [1137] [251, 256] [993] TEKES, [131, 154] TUCS, [147, 772, 776] Tampere University, [412] Tampere University of Technology, [577] [205] Teknologian kehittämiskeskus (Tekes) [Finnish Technology Development Centre], [811] Teknologian kehittämiskeskus [Finnish Technology Development Centre], [765] Teknologian kehittämiskeskus [Technology development centre], [707] [1074] Royal Institute of Technology, Simula Research Laboratory, Tekes, [142] [308] Royal Institute of Technology, Master’s theses Aarhus University, [143, 371, 531, 658, 843] Lappeenranta University of Technology, University of Tampere, [200, 342] 4.3.2 [35, 38] [1059] Tampere University of Technology, The Aarhus School of Business, [541] [40] The University of Texas at Austin, [852] Teknillinen korkeakoulu, [270] Turku Center for Computer Science (TUCS), University of Helsinki, University of Dortmund, [1092, 1103] [655, 701, 839] University of Industrial Arts Helsinki, [156] University of Joensuu, [628, 630] [360] Patents 13 University of Jyväskylä, [609] University of Oulu, [377] University of Pensylvania, [850] University of Tampere, [134, 434, 444, 539, 627, 673, 695, 804] University of Turku, [530, 631, 709] University of Vaasa, 683, 878, 890, 902, 914, 926, 938, 950, [519, 520, 521, 522, 559, 606, 671, 682, 725, 773, 777, 778, 827, 835, 873, 874, 875, 876, 877, 879, 880, 881, 882, 883, 884, 885, 886, 887, 888, 889, 891, 892, 893, 894, 895, 896, 897, 898, 899, 900, 901, 903, 904, 905, 906, 907, 908, 909, 910, 911, 912, 913, 915, 916, 917, 918, 919, 920, 921, 922, 923, 924, 925, 927, 928, 929, 930, 931, 932, 933, 934, 935, 936, 937, 939, 940, 941, 942, 943, 944, 945, 946, 947, 948, 949, 951, 953, 954, 955, 956, 957, 958, 959, 960, 961, 962] Universität Frankfurt, [36] VTT Automation, [717] total 157 reports in 33 institutes 4.5 Patents The following list contains the names of the patents of genetic algorithms in the Nordic and Baltic countries. The list is arranged in alphabetical order by the name of the patent. Circuit elements and parallel networks with logically entangled terminals, [391] Genetic procedure for multi-deck elevator call allocation, [199] Method and apparatus for allocating passengers by a genetic algorithm, [228] total 3 patents 14 Genetic algorithms in the Nordic and Baltic countries Authors 4.6 15 Authors The following list contains all genetic algorithms in the Nordic and Baltic countries authors and references to their known contributions. Aalto, Daniel, [1033] Alford, Gordon, [136] Aavikko, Reino, [222] Ali, M. M., [145] Ali, S., [993] Ali, Shaukat, [997, 999] Abrahamsson, Christoffer, Afzal, Wasif, [1042] [1067, 1069, Banzhaf, Wolfgang, [1088, 1091, 1092, 1093, 1095, 1099, 1100, 1103, 1104, 1105, 1108, 1109, 1112, 1123] 1075] Agarwal, A., Åhlfledt, Andres, Aho, Isto, [377] Ahonen, Hannu, [686] Aila, Timo, [378] Airaksinen, Tuomas, [486, 489] [298, 337] Aittoniemi, Kari, [717] Åkerholm, Johan M., [292] [390] Ala-Laurinaho, Juha, [492] Becker, Bernd, [36] [1021] Behjat, Vahid, [501] Bendahl, Par-Ola, [1081] Bene, Jozsef Gergely, [494] Benediktsson, Helgi, [968] Benediktsson, J. A., [963] [1032] Benediktsson, Jon A., [965, 966, 968] Antonelo, Eric Aislan, [1052] Berg, Henrik, [994] Anttila, Rauno, [624] Bergholm, Ville, [237, 394] Araújo, Miguel B., [380] Bergström, Agneta, [1016] Arcuri, Andrea, [999] Bhattacharya, Kankar, [1032] Arminen, Mikko, [130, 164, 169, 171, 173, 174, 175, 176, 177, 210, 240, 247, 250, 253, 255, 257, 258, 261, 286, 284, 288, 294, 295, 315, 320, 373, 378, 383, 396, 400, 405, 406, 408, 414, 421, 425, 426, 447, 448, 467, 519, 520, 521, 522, 523, 550, 559, 560, 562, 565, 598, 606, 607, 610, 611, 612, 613, 614, 615, 616, 617, 618, 619, 622, 659, 671, 672, 676, 677, 678, 679, 680, 681, 682, 683, 687, 688, 725, 729, 730, 731, 732, 733, 734, 735, 736, 737, 738, 739, 740, 742, 753, 765, 773, 770, 777, 779, 780, 781, 783, 825, 835, 836, 839, 842, 845, 864, 865, 873, 866, 874, 875, 876, 867, 868, 84, 877, 869, 870, 878, 871, 879, 109, 110, 872, 880, 2, 111, 881, 882, 884, 883, 885, 886, 887, 87, 888, 889, 890, 891, 893, 892, 894, 895, 896, 897, 898, 899, 900, 901, 902, 903, 904, 905, 906, 907, 908, 909, 93, 910, 911, 94, 912, 913, 914, 915, 916, 917, 918, 919, 920, 921, 922, 923, 924, 925, 926, 927, 928, 929, 930, 931, 932, 933, 934, 935, 112, 113, 936, 937, 938, 939, 940, 941, 942, 114, 943, 944, 945, 946, 115, 98, 947, 99, 948, 949, 100, 950, 951, 116, 952, 101, 953, 954, 955, 956, 957, 958, 959, 960, 961, 962, 128, 118, 121, 123, 124, 127] Ala-Siuru, Pekka, [1076] [289, 296, 297, 317, 319, 321, 323, 430, 524, 551, 566, 623, 660, 721, 785, 1131] Arkkio, Antero, Alander, Jarmo T., [279] [56] Andersson, L., Biles, William E., Arentoft, Peter Rolann, [35] Ala-Kleemola, Timo, [998] Bauer, T., [1127] Anon., Aittokallio, Tero, Bathen, Tone F., Andersson, G., Andreoiu, Adrian, [78] [1096] [1060] Andersson-Engels, Stefan, Airaksinen, V.-M., [621] Barklund, Jonas, Anderson, David G., [695] Ahola, Timo, Barenco, Adriano, [791, 850] [1119] [717] [526] Allen, Franklin, [445] Ahola, Heikki, Barba, P. Di, [507] Billard, A., [63] [412] Bingham, Chris, [496] Bjerre Jensen, Peter, [34] Björk, Mathias, [517] Björkqvist, Mats, [467] Björkvist, Jerker, [360] Bligaard, T., [19] Bochko, Vladimir, [867] Bodén, Ida, [866, 869] Bofin, Anna, [998] Bogdanos, C., [27] Bohlin, Markus, [1065, 1068] Aslam, Muhammad Waqar, Aspnäs, Anders, Astola, Jaakko T., [500] [625] [275, 532, 547, 574, 633, 696] Augustsson, P., [635, 694, 747, 748, 775] [1035, 1040] Aukee, Pauliina, [771] Auramo, Yrjö, [186] Autere, Antti, [408, 525, 552, 562, 567, 83, 85, 86, 103] Auvinen, P., [280] Bonissone, Piero P., [131] Axelsson, Jakob, [1129, 1130] Borgefors, Gunilla, [1030] Babovic, Vladan, [11, 15, 16] Borgvall, H., [1122] Bäck, Andreas, [867] Borisov, A., [969] Back, Barbro, [568, 626, 661] Borisov, Arkady, [970, 971, 972] Bose, Tamal, [313, 363] Boström, Pointus, [360] Bosund, V., [79, 80, 81] Backman, Antti, [121] Ballerini, Lucia, [1027, 1030] Bandaru, Sunith, [439] Bounsaythip, Catherine, [688, 767, 794] Banks, William E., [1060] Boxberg, Fredrik, [187] 16 Genetic algorithms in the Nordic and Baltic countries Braaten, Øivind, [977] Denessiouk, Konstantin, [796, 829] Ferariu, L., [71] Braaten, O., [981] D’Errico, Francesco, [1060] Ferno, Marten, [1081] Brameier, M., [1123] Dibble, Harold L., [1060] Feyzi, M. Reza, [501] Bravo-Abad, J., [1041, 1048] Didriksen, J. N., [1000] Figueiredo, Mauricio, [1052] Finne, Antti, [179] Finnilä, Tapio, [417] Bräysy, Olli, [184, 241, 251, 256, 339, 359, 788, 812, 827, 837] Briand, L. C., Dinov, Ivo D., Dobrin, Bogdan P., [993] [347, 388, 397, 454] [547] Floréen, Patrik B. J., [528, 581, Briand, Lionel C., [997, 999] Dolia, Alexander N., [278] Brink, Anders, [502] Donner, K. J., [209] Fowler, John W., [453] Briquet, Ludovic G. V., [499] Dote, Y., [163] Fragassi Souza, R., [1037] Broman, Göran, Downing, Keith, Francone, F. D., [1123] [1077] [986, 1002, 700, 822] 1004] Cabeza, Mar, Francone, Frank D., [782] Doya, Kenji, [1045, 1053, Calsamiglia, John, [185] Calvo, Rodrigo, [1052] Drechsler, Rolf, [36] Cao, Maria D., [998] Dullaert, Wout, [339] Caprani, O., [70] Dutilleux, Guillaume, [985] Caraffini, Fabio, [493] Edelvik, Fredrik, [1082] Carlborg, O., [1021] Eden, Patrik, [1081] Carlsson, B., [1090] Edengren, Magnus, [1087] Carlsson, Lova, [1051] Egiazarian, Karen, [275, 696] [1092, 1095, 1104] 1062] Frank, P. M., [71] Fränti, Pasi, [135, 140, 144, 165, 281, 302, 488, 503, 628, 690, 713] Fredin, Johan, [1077] Fredriksson, Kimmo, [691, 701] Frolund, Sidsel, [30] Fujii, Nobutada, [750] Fullmer, Brad, [851] Fulop, Ferenc, [449] Caunite, Inta, [971] Ehtamo, Harri, [133, 790] Cervera, Francisco, [1057] Ejlersen, O., [56] Chakraborti, Nirupam, [445, 487] Ekert, Artur, [621] Chen, Jun, Eklund, Sven E., [1038, 1049] Gallimore, Michael, [496] [410] El-Arini, M. M., [446] Gamalielsson, J., [1034] [1053, 1062] Elfwing, Stefan, Gabbouj, Moncef, [496] Christenhusz, Maarten J. M., Christensen, Henrik I., [1045, 1053, 1062, 1063] Christiansen, F. B., [62] Cockcroft, Victor, [625] Codrea, Marius C., [298, 337] Cordón, Oscar, [1028, 1031] Costas, Adrian, [348] Crucifix, Michel, [407, 438, 477, 484, 538, 547] Gao, Xiao-Zhi, [163, 460, 463, 466, 507, 823] El-Kwae, Essam A., [967] Garg, Vijayendra K., [686] Elo, Sara, [527] Geigel, Joe, [857] Eloranta, Timo, [627, 662, 673] Gel, Esma S., [453] Emmeche, Claus, [37, 45, 73] Geladi, Paul, Ericson, Christer, [1083, 1132] Eriksson, Ljusk Ola, [1018] Eriksson, R., [1036, 1106] Gershman, Alex B., Ersoy, O. K., [965, 966] Gillam, J. Christopher, [1060] [1047, 866, 869, 123] Gendreau, Michel, [1060] Cupertino, F., [471] Dal, Allan, [867] Damsbo, Martin, [64] Damsbo, M., [20] Dargys, A., [974, 975] Evertsson, Gustav, [1043] Das, S., [445] Fan, Hui-Yuan, [263, 300] Datta, Rituparna, [510] Fang, Hongliang, [77] Datta, S., [468] Feldman, M. W., [62] Feldt, R., [1116] Esbensen, Henrik, [36, 38, 42, [251, 256, 339, 359] Glette, Kyrre, [1124] [990, 992] 43, 44, 46, 74] Gomes-Martins, David, [492, 508] Gómez-Ramı́rez, Eduardo, Göös, Janne, [386] [639, 703, 768] Graham, Allan MacKenzie, [347, 388] Deb, Kalyanmoy, [439, 468, 497, 510] Feldt, Robert, Deckers, Jozef, [26] 1070, 1125] Graham, C. H., [25] Gregersen, A., [506] Gribbestad, Ingrid S., [998] [1023, 1067, Authors 17 Gritz, Larry, [857] Harala, Sauli, [91] Honkanen, Seppo, [325, 349] Grönroos, Marko A., [758] Harju, Maarit, [731] Honkela, Timo, [767, 856] Harju, P. Taneli, [649, 714] Hori, Koichi, [561] [494] Gu∂mundsson, Markús, [964, 967] Guisan, A., [25] Harju, Toni, [405] Hos, Csaba, Guldogan, E., [477] Härkonen, Henna H., [473] HS, [189] Gulinck, Hubert, [26] Harremoes, Poul, [69] Huapeng, W., [265] Haapanen, Reija, [485] Hasan, Ala, Huhtamäki, Jukka, [203] [470, 479, 491, 515] Haataja, Juha, [137, 166, 170, 172, 190, 243, 529, 569, 599, 608, 692, 792, 828, 838, 846, 847, 848, 849] Hacksell, Uli, [1107] Hadaytullah, Hadaytullah, Hadaytullah, Vathsavayi, [516] [462, 506] Haddow, P. C., [978, 1011] Haddow, Pauline C., [979] Hahn, James, [857] Haikarainen, Sakari, [629] Haikonen, Pentti O. A., [391, 458] Håkansson, Andreas, [1041, 1048, 1050, 1054, 1055, 1056, 1057, 1061] Hultman, Max, [1073] Hatono, I., [830] Huovila, Henrik, [92] Hautamäki, Ville, [503] Hurme, Markku, Haverinen, Janne, [269, 293, 328, 119] Huttunen, Anu, [1107] Hedström, Anders, [1082] Heikkilä, Anna-Mari, [746, 784, 808] Heikkilä, Janne, [392] Heikkinen, Risto K., [380] Hytönen, Jarmo, [423] Heikkola, Erkki, [486, 489] Hytönen, Tuomas, [235] Heikonen, Jussi, [828] Hyvönen, Eero, Heinonen, Jukka, [305] Hakkarainen, T., [78, 79, 80, 81] Heiskala, Juha, [201] Häkli, Janne, [492, 508] Hekanaho, Jukka, [572, 625, 631, 663] Helle, Mikko, [487] [997] Halme, Aarne, [570, 595, 605] Hemmati, Hadi, Halme, Merja, [326] Hemmati, H., [993] Halonen, Kari A. I., [492] Hemminki, Jarmo, [530] Hämäläinen, Ari, [571, 600, 90] Henrion, Gerard, Hämäläinen, Jari P., [268, 292] Herajärvi, Juha, Hämäläinen, Matti, [160, 658, 764] Hämäläinen, Perttu, [371, 378] Hämäläinen, P., [330] Hämäläinen, Timo, [591, 654, 670] Hamarneh, Ghassan, [1039] Hamdy, Mohamed, [479, 491, 515] Hammer, Bjork, [31, 33] Handroos, H., [265, 716] Högberg, Anders, [1030] Hänninen, Risto, [224] Höglund, Henrik, Hansen, K., [194] Hansen, Kim Kortermand, [39] [437, 442] [188, 242, 634, 693, 743, 766, 774, 840, 843, 120] [192, 244, 264, 575, 601] [392] [308] [275, 532, 574, 580, 633, 638, 696, 793] Hyötyniemi, Heikki, Heimonen, Teuvo, Hallikainen, Matti, Huttunen, Heikki, Hynynen, Katja M., [630, 640] [24] [182] Hedberg, Martin H., Hakkarainen, Juha, Hallam, John, [174, 632, 746, 808] Iacca, Giovanni, [472, 490, 493, 509, 511] Ijspeert, A., [63] Ikäheimo, Jouni, [138, 333] Ikonen, E., [386] Ikonen, Ilkka, [635, 694, 747, 748, 769, 775] Ilonen, Jarmo, [301] Ilvonen, Mikko, [277] Ince, T., [438, 484] Ingimundarson, J. I., [965, 966] [499] [573, 614, Iqbal, Muhammad Zohaib, 616, 739] [999] Herrera, Francisco, [1028, 1031] Ivanchenko, Elena V., [295] Hijmans, R. J., [25] Ivansson, Sven M., [1066] [327, 351] Jaakkola, Antti, [180] Jacobsen, K. W., [19] Jacobsson, Henrik, [1019] Jakobsson, Matti, [533] Jakobsson, Stefan, [1082] Jaksetic, Patricija, [1016] [512] Jakubik, P., [595] Hollmen, J., [455] Jana, Arindam, [499] Holm, Søren, [40] Jansen, Johanna M., [1107] Hiltunen, Teri, Hirvensalo, Mika, [147, 167, 212, 248, 254, 310, 316, 711, 723, 760, 772, 776] Hoffmann, Frank, [1026, 1028, 1029, 1031, 1123] Hansen, L. K., [1001] Holmström, Lasse, [308] Jäntti, Anssi, [448] Hansen, T. K., [72] Honkanen, Jukka, [531] Järn, Staffan, [518] 18 Genetic algorithms in the Nordic and Baltic countries Järvinen, Jari, [172] Kangas, Jari, [141, 795] Klapuri, Harri, [654] Jäske, Harri, [636, 699] Kanniainen, Olli, [400, 408, 952] Klemola, Kimmo, [205] Jastrzebski, Rafal P., [437, 442] Kantanen, Helena, [206, 799] Koch, P., [56] [439] Jensen, Frank, [67] Karanta, Ilkka, [794] Kodali, Shyam P., Jensen, J. B., [75] Karczewicz, Marta, [538] Koehler, Kondrad F., [1107] Jensen, Kaj Aage, [35] Karjalainen, Erkki, [689] Kohonen, Teuvo, [801] Jenssen, Mikkel T., [18] Karjalainen, Risto, [534, 791, 850] Koistinen, Hannu, [473] Jóhannessen, G. H., [19] Kärkkäinen, Ismo, [503] Koivisto, Hannu, Johanssen, Anette M., [1107] Kärkkäinen, Mikko, [492] Koivisto, Päivi, [361, 492, 508] [1043] Karlberg, Peter, [379] Koivisto, Pertti, [574, 580, 638] [1042] Karppinen, Ari, [327, 351] Koivo, Heikki N., Johansson, Christian, Johansson, Jonas, Johansson, Lennart B.-A., [1078, 1080] Johansson, Marcus, Johnson, M. S., [591, 654, 107, 860] [1059] [343] [357, 389] Katila, Matti, [375] Kauhanen, Erkki A., [299] Kauhaniemi, Kimmo, [577] [451, 564, 796, 829] Johnson, Mika, [805] Johnsson, Mika, [710, 709] Jokinen, Hannu, [629] Jokinen, Olli, [794] Kaukoranta, Timo, [507, 715, 724] Jönsson, Anders, [1077] Jonsson, Per, [1096] Juhola, Martti, [186, 728, 754, 771, 789, 803] [628, 690, 713, 800] [634, 693, 774, 826, 840] Koivumäki, T., Kaski, Tuomas, Johnson, Mark S., Jokinen, Tapani, Kaski, Kimmo, [415, 423, 436, 459, 648, 826] [757] Kok, Joost N., [528, 581, 700, 822] Koksalan, Murat M., [453] Kolehmainen, Mikko, [327, 351, 450] Koljonen, Janne, 383, 406, 464, 123, [373, 374, 385, 387, 396, 400, 402, 405, 408, 418, 420, 424, 425, 452, 467, 475, 866, 869, 952, 121, 127] Keijzer, Maarten, [11, 15, 16] Kemppainen, Harri, [695] Kontio, Juho, [334] Kentala, Erna L., [186, 789] Kontkanen, Petri, [768] Keränen, Mika, [298, 337] Korhonen, Pekka, [453] Keskinen, Kari I., [562] Kornienko, Yury, [972] Keskitalo, Jukka, [495] Korning, Peter G., [49] Koski, Riitta, [312] Kettunen, Arto, [535, 554, 587, 637] Jukkanen, Mikko, [117] Julsgaard, Brian, [17] Jumppanen, Anne, [630] Junes, Heikki, [191] Juntti, M. J., [345, 368, 708] Kim, N., [194] Juodis, L., [973] Kinghorn, B., [1021] Jurva, Erkki, [811] Kinnunen, Lauri, [335, 578] Jussila, Pekka, [95] Kinnunen, Tomi, [488] Justesen, P. D., [28] Kiranyaz, Serkan, Juuso, E. K., [431, 757] Kaasalainen, Mikko, Koskimäki, Esa, Khalil, M. S., [143] Khan, M. Khalid, [1072] Kilkki, Juha, [139, 195, 245, 265, 272, 290] [639, 703, 744, 768] Koskimies, Kai, [427, 429, 440, 443, 462, 465, 480, 505, 506, 516, 695] Koskinen, L., [532] Kosonen, Iisakki, [1033] Kosters, Walter A., [822] Kostov, Konstantin S., [355, 369] Kozhekin, Alexander, [17] [407, 438, 484] Kraft, Johan, [1065, 1071] Kishore, N. N., [439] Kragelund, Lars V., [58, 59] [214] Kitti, Mitri, [129] Krantz, Lena, [1051] Kabuka, Mansur R., [967] Kivelä, Aki, [579] Krestyannikov, Evgeny, [347, 388] Kakar, Manish, [995] Kivijärvi, Juha, Kalderstam, Jonas, [1081] [140, 144, 165, 302, 329, 628, 690, 713] Kivinen, Veli-Pekka, Kalro, Naveen P., [963] Kjellström, Gregor, Kämäräinen, Joni-Kristian, Kämäräinen, Olli, [344, 366, 382] [813] [301] [1065] Krink, Thiemo, [12] Krishtalka, Leonard, [1060] Kristiansen, Ulf R., [985] Krohn, Jorgen, [1076] [1097, 1121, 1133] Kladas, A., Kreuger, Per, [526] Authors 19 Kukkonen, Jaakko, [351] Leino, Raili, [311, 537] Lund, Henrik Hautop, [47, 48, 50, 52, 53, 61, 63] Kumar, Anup, [635, 747, Leino, Sami, [97] Leino, Yrjö, [172, 828] Leirs, Herwig, [26] 748, 775] Kumar, Karthikeyan S., [498] Kuosmanen, Pauli, [532, 574, Leiviskä, Kauko, 580, 633, 638] [377, 456, 495, 755] Kuusk, Andres, [77] Kuuskankare, Mika, [536] Leren, T. P., Kyngäs, Jari, Kyngäs, J., [981] Leren, Troud P., [977] Leskinen, Jyri, [433] Lestander, Torbjörn, [1046, 1047] Lewis, J. E., [748] [630, 640, 697] [664] Kyyrä, Jorma J., Kyyrö, J., [355, 369] [630] Lahdelma, Risto, Lahtela-Kakkonen, Maija, [473] Lundström, Kerstin, [1030] Luoto, Miska, [380] Luukanen, Arttu, [492, 508] Lysgaard, Steen, [34] Määttä, Juha A. E., [473] MacCallum, Robert M., [1044] Magdalena, Luis, [1028, 1031] Magyar, Gábor, [146, 710, 709] Mahfouf, Mahdi, [496] Makariunas, K., [973] Mäkelä, Asko J., [582] [747] Li, J., [25] Li, Zexian, [345, 368] Mäkelä, M. M., [280] Liang, Shunlin, [77] Mäkelä, Marko M., [806] [704, 715, 722, 726, 756] [998] Lewis, James E., [585, 593] Lähteenmäki, Jussi, Lundgren, Steinar, Lahtinen, Jussi, [641, 752, 797] Lieska, K., [756] Mäkelä, M., [798] Laine, Pauli, [536] Lilleberg, J. O., [708] Mäkelä, Sampo, [492, 508] Laine, Tei, [655] Lim, Meng-Hiot, [509] Mäki, Toni, [287] Laitinen, E., [756] Lindell, René, [223] Mäkinen, E., [427, 429, 440, 443, 465, 480] Laitinen, Teija, [626, 661] Lindfors, Ilpo, [665] Lammi, S., [803] Lindgren, Fredrik, [1042] Lampén, Tapio, [229] Lindgren, Kristian, [1134, 1135] Lampinen, Jouko, [718] Lindholm-Sethson, Britta, Mäkinen, Erkki, Lampinen, Jouni, 239, 273, 356, 705, 779, [142, 195, 196, 246, 249, 252, 263, 266, 267, 291, 300, 304, 301, 303, 306, 573, 612, 622, 672, 681, 687, 727, 729, 736, 740, 753, 770, 802, 824, 831, 834, 841, 844] Langdon, William B., [866, 869] [134, 539, 555, 673, 695] Mäkinen, J., [280] Mäkinen, Raino A. E., [593, 602, 609, 642, 651, 816] Lindmark, Björn, [1119] Mallipeddi, R., [472] Lindoe, Brian, [54] Maltamo, M., [450] Lindvall, Thomas, [232] Mannila, Markus, [387] Lipsanen, H., [78, 79, 80, 81] Mantere, Timo, [1023] Liu, Junhong, [267, 273, 176, 309, 365, 401, 643, 777, 845, 210, 247, 315, 318, 374, 384, 402, 403, 665, 676, 779, 780, 864, 122] 253, 320, 393, 418, 730, 781, 257, 322, 396, 424, 737, 807, [173, 286, 338, 398, 428, 738, 836, 175, 284, 346, 400, 461, 742, 842, Lappalainen, Juhani, [121] Larsen, N., [56] Lonning, Per E., [998] Latham, William, [596] López-Zanón, D., [1041, 1048] Latva-aho, M., [345, 368] Lotvonen, S., [757] Mäntykoski, Janne, [540, 556, 562] Louhenperä, Risto, [707] Marcu, T., [71] Lu, Fadian, [1018] Marean, Curtis W., [1060] Lu, Wei, [314] Markus, K., [759] Marquis, Jon L., [453] Martı́, Javier, [1054] Laurikkala, Jorma, [186, 200, 706, 728, 754, 771, 789, 803] 291, 306] Laursen, P. S., [41] Lazar, Laszlo, [449] Leardi, Riccardo, [1047, 21, 996] Lee, Jong Won, [857] Luciano, Giorgio, [996] Martikainen, Jarno, [353] Lehtinen, Hannu, [96] Lukin, Vladimir V., [278] Martikka, H., [195] Lehtinen, Joonas, [354] Lukkari, Jukka, [370] Mateescu, Oana, [58] Lehtiniemi, Tuukka, [381] Lukkarinen, Tommi, [804] Matero, Sanni, [473] Lehtonen, Jukka V., [796, 829] Lukschandl, Eduard, [1017] Matila, Jukka, [737, 742] Lehtonen, M., [446] Lukschandl, E., [1122] Mattila, M., [78, 79, 80, 81] Lu, Yue, [1065, 1074, 1079] 20 Genetic algorithms in the Nordic and Baltic countries Mattsson, Johanna M., [473] Myllyoja, Ninni, [810] Nordlund, Kai, [499] May, Alex C. W., [564, 796] Najim, K., [386] Nordman, Mikael, [613] Mayoh, Brian, [55] Nandi, A. K., [468] Nordström, Anna-Lena, [1085] Mäyrä, Outi, [377] Nandi, Asoke Kumar, [500] Nordström, Tony, [1136] Mazumder, Pinaki, [42, 43] Naso, D., [471] Nordvall, Gunnar, [1107] McInerney, Tim, [1039] Nastac, Iulian, [348] Norrgård, Filip, [405] Mehrmand, Arash, [1064, 1070] Nazarian, Bamshad, [987] Nørgaard, Lars, [21] Meinander, Tor, [717] Neerinckx, Simon B., [26] Nørskov, J. K., [19] Meltaus, J., [330] Neimane, V., [1127] Nurmi, Jari, [395, 395, 399] [433, 526] Nurminen, Elisa M., [449] Nyberg, T. R., [262] Nylund, Martin, [867] Nyström, Ingela, [1072] Nyström, Josefina, [866, 869] Ohenoja, Markku, [456] Ohkura, Kazuhiro, [702] Ohlsson, Mattias, [1081] Ohsuga, Setsuo, [561] Oja, Erkki, [751] Ojala, Jari, [1115] Ojala, Pekka, [591, 654] Ojanen, Teemu, [231] Oksanen, A., [419] Oksanen, Jani, [198] Oleynik, Maxim P., [288] Olmer, Markus, [1100, 1105] Olofsson, T., [1126] Olsen, Dag Rune, [995] Meltaus, Johanna, [371] Neittaanmäki, Pekka, Menth, Stefan, [1129] Neri, Ferrante, Meriläinen, Vesa, [162] Mether, Lotta, [499] Michalewicz, Zbigniew, [70] Mielonen, Matti, [644] [433, 471, 472, 490, 493, 509, 511] Nesseris, Sawas, [27] Nevalainen, Olli, [140, 144, 298, 302, 337, 628, 690, 710, 709, 713] Nice, William F., [565, 618] Miettinen, Kaisa, [268, 476, 798] Nielsen, Carsten Uhd, [30] Miglino, O., [63] Nielsen, M., [75] Miglino, Orazio, [48, 52] Niemi, Tapio, [695] Nieminen, Kimmo, [276] Niemistö, Antti, [278] Miikkulainen, Risto, [132, 553, 584, 646, 666, 851, 852] Mikaelsson, Therese, [1080] Niittymäki, Jarkko, [149, 197, 271] Mikkola, Topi, [158, 794] Niittymies, Tommi, [364] Miller, Julian F., [986] Nilsson, K., [1098] Nilsson, Martin, [1020] Niska, Harri, [327, 351, 450] Niskanen, Antti O., [181, 260, 324] Mininno, Ernesto, [472, 490, 509, 511] Mirea, L., [71] Mitra, Tamoghna, [487] Moghadampour, Ghodrat, [376, 645, 677, 678, 730, 732, 737, 739, 742, 779, 809, 832] Mohamed, Faisal A., [470] Moilanen, Atte, [183, 583, 741, 782] Montet-White, Anta, [1060] Moriarty, David E., Nissinen, Ari S., [541, 648, 693, 743, 766, 774, 786, 826, 840, 843] Nolfi, Stefano, [48] Nolle, Lars, [239] Olsson, R., [1007] Nolte, Thomas, [1065] Olszewski, Deborah I., [1060] Nordahl, Mats G., [1102, 1135] O’Neill, Michael, [1023] Nordahl, Mats, [1017] Ong, Yew-Soon, [509] Opanasyuk, Oleg, [1078, 1080] Orkas, J., [468] Östergård, Patric, [542] Möttönen, Mikko, [215] Nordahl, M., [1122] Mukhtar, Emad, [1080] Nordal, Inger, [977] Muller, Juliane, [514] Nordal, I., [981] Munshi, Prabhat, [439] Nordin, Peter, Murgu, Alexandru, [585, 647] Murray, Alan, [24] Mutafungwa, Edward, [148] Myllymäki, Petri, 768, 797] [641, 752, [1015, 1019, 1024, 1025, 1034, 1036, 1094, 1101, 1106, 1114, 1118, 1120, 1128] [1122] [553, 584, 646, 666, 852] Olsson, Björn, Nohle, L., [1016, 1017, 1022, 1023, 1035, 1040, 1084, 1088, 1091, 1092, 1093, 1095, 1099, 1100, 1103, 1104, 1105, 1108, 1109, 1112, 1123] Nordin, P., [221, 282, 340, 504, 814, 833] Östman, Fredrik, [867] Ostrowski, Tomasz, [712] Othman, A. M., [446] Ovaska, Seppo Jari, [507] [1122] Nordling, Torbjörn E. M., 866, 869, 123] Östermark, Ralf, [406, 408, Authors 21 Ovaska, Seppo J., [163, 313, 353, 363, 463, 466, 649, 820] Oyro, G., [1001] Packalen, P., [450] Pagliarini, L., [63] Pagliarini, Luigi, [52] Pain, Jean Pierre, [996] Pakarinen, Lauri J., [208] [336] Plessky, V. P., [330, 371] Remeikis, V., [973] Plukis, A., [973] Rickers, Peter, [12] Polani, Daniel, [132] Riionheimo, Janne, [332] Polzik, Eugene S., [17] Rintala, Tommi, [126] Poranen, Timo, [134, 342] Rissanen, Jorma, [707] Poso, Antti, [473] Risvik, K. M., [1006, 1009] Postila, Pah A., [481] Risvik, Knut Magne, [1010] Price, Kenneth V., [356] Rodningen, O. K., [981] Roininen, M., [477] Ronge, Andreas, [1102] Röning, Juha, [269, 293] Rönkkönen, Jani, [304, 474] Rostami, Naghi, [501] Rouvinen, A., [716] Ruban, A. V., [19] Rudnicki, M., [526] Ruhoff, P. T., [20] [543, 557, 650, 667, 674, 715, 724] Prügel-Bennett, Adam, [60] Panere-Walawege, R. K., [993] Rajwinder K., Pulkkinen, Jenni, [407, 484] [997] Pulkkinen, Pietari, [415, 423, Paraoanu, G. S., [498] Partanen, Petja, [435] Puranen, J. Santeri, [451] Parviainen, Asko, [501] Pursula, Matti, [149, 197] 436, 441, 459, 483] Parviainen, Olli, [218] Pursula, Pekka, [219, 492] Patel, Leena N., [24] Pyälä, Heli, [125] Patkai, B., [787] Pyrhönen, Juha, [501] Pyykkö, Ilmari V., [186, 789] Paukku, Timo, [152, 168, 233, 586, 603, 853, 854] Pyylampi, Tero, Paulinas, Mantas, Rela, Leo, [292] Palko, Sakari, Panesar-Walawege, Pinilla, Mirta Rodriguez, [976] [777, 781, 815, 842, 845] Ruhoff, Peder Thusgaard, [64] Rummukainen, Mikko, [216] Pedersen, Gerulf K. M., [22, 23] Qu, Yang, [395, 395, 399] Ruohonen, Mika, [867] Pedersen, Jan T., [13] Quaade, Ulrich J., [34] Ruokolainen, Juha, [828] Pekola, J. P., [194] Ragade, Rammohan K., [747, 748, 775] Ruokolainen, K., [362] Peltonen, Jaakko, [478] Ragade, Rammonhan K., Ruoppila, V. T., [712] Pentikäinen, Olli T., [449, 481] Rahola, Jussi, Ruotsalainen, Marja, [390] Pentikäinen, Ulla, [449] Räihä, Outi, Ruotsalainen, Ulla, [347, 388] Penttinen, Jorma, [771] Ruuskanen, Juhani, [327, 351] Périaux, Jacques, [642, 651, 816] Räisänen, Antti V., [492, 508] Ryderfors, Linus, [1080] Perkkiö, Juha-Matti, [193] Rajaniemi, S., [362] Ryhänen, Tapani, [478] Persson, Johanna, [1137] Rajkumar, N., [426] Persson, Mikael, [1082] Ranki, Ville, [238] Pesonen, Mauno, [535, 554, 587] Ranta-aho, Anssu, [178] Saarenmaa, Liisa, [855] Petersen, Kjell, [988] Rantakari, Pekka, [492, 508] Saarinen, Jukka, [591, 654] Peterson, A. Townsend, [1060, 25] Rantamäki, Minna, [351] Saario, Ari, [404, 419] Peterson, Andrew T., [26] Rapin, Nicolas, [30] Säily, Jussi, [492, 508] Pettersson, F., [445] Räsänen, Petri, [535, 554, 587] Salmelin, Riitta, [160, 658, 764] Pettersson, Frank, [305, 487] Rauch, Wolfgang, [69] Salmi, Tapio, [502] Philipp, Patrick, [499] Rayn, Conor, [1023] Salminen, Kari, [207] Piazza, Enrico, [983] Rødningen, Olaug K., [977] Salminen, Tomi, [156] Piche, Robert, [514] Reittu, Hannu, [153] Salomaa, M. M., [330] Pietiläinen, Kimmo, [588] Rekonen, Heikki, [684] Salomaa, Martti M., [371] Pihlavisto, Marjo, [449] Rekonen, Petri, [761] Salonen, Ilpo, [545] [635] [828] [413, 422, 427, 429, 434, 440, 443, 444, 457, 462, 465, 480, 505, 506] Ryynänen, Matti, [341, 544, 652, 668, 717, 733, 762, 817, 849] 22 Genetic algorithms in the Nordic and Baltic countries Sánchez-Dehesa, José, [1041, 1048, 1050, 1054, 1055, 1056, 1057] Sánchez-Goñi, Simula, Tapio, [230] Suominen, Petteri, [502] Singh, S. N., [29] Suotula, Janne, [698] Sipilä, Markku, [492] Suuriniemi, Martti, [411] Sveinsson, J. R., [965, 966] Svenmarker, Pontus, [1076] Svento, R., [757] Sykes, Martin, [380] Systä, T., [429] Szakonyi, Zsolt, [449] Marı́a-Fernanda, [1060] Sanchis, Lorenzo, [1041, 1048, Siren, Kai, [470, 479, 491, 515] 1050, 1054, 1055] Sandholm, Tuomas, [106, 856] Sirviö, K., [455] Sandhya, Karthik, [476] Sitter, Beathe, [998] Skaar, Johannes, [1010] Skaar, J., [1006, 1009] Skipper, Jakob, [76] Sandqvist, Sam, [283, 546, 589, 653, 669, 675, 82, 104, 105, 102] Sappinen, Jorma, [818] Sarparanta, Juhani, [131] Saukkosaari, Hannu, [763] Savelyev, Vladimir V., [295] Savini, A., [526] Savola, Juha, [794] Savolainen, M. T., [194] Savolainen, Ville, [828] Saxen, Henrik, [445, 487] Saxena, D., [29] Schellwat, H., [1110] Szelestey, Péter, [220] Skogstad, Ståle Andreas, [991] Tahvanainen, Jari, [668] Skon, J., [450] Taipale, Ossi, [154, 811] Skriver, H. L., [19] Takahashi, Arita, [970] Slättman, Peter, [1119] Takala, Tapio, Smirnov, Alexander, [437, 442] Smolander, Sampo, [226, 718] Snoad, Nigel, [1020] Snyder, James P., [1107] Soininen, Juha-Pekka, [395, 395, 399] Soldani, David, [350] [268] Taskinen, L., [194] Taxén, L., [1133] Taylor, William R., [988] Terechonkov, Roman, [225] Terzopoulos, Demetri, [1039] Souza Jr., Paulo A. de, [686] Tessem, B., [1005] Sparén, Anders, [1042] Tewary, U., [445] Srivastava, Soumil, [497] Thomsen, Ren, [12] Stanković, Radomir S., [275] Thuiller, Wilfried, [380] Sten, Johan, [361] Tiilikainen, Jouni, Stenberg, Markku, [211] Tilli, J.-M., Stenman, Ulf-Håkan, [473] Tirri, Henry, Steponski, T., [1126] Stidsen, T. J., [70] Schmidt, M., [51, 57] Sormunen, J., [79, 80, 81] Schönberg, T., [595, 605] Sorokin, Sergey N., Sefrioui, M., [651] Selek, István, [432, 494] Senthilnath, J., [963] Seppänen, Jouko, [259, 590] Sere, Kaisa, [568, 626, 661] Setälä, Henri, [613] Sgard, Franck C., [985] Shattuck, David W., [347, 388, 397, 454] [288, 294, 295, 868] Sorsa, Janne, [270] Shenton, Martha, [1039] Stidsen, Thomas, [58] Shirvany, Yazdan, [1082] Stidsen, T., [51] Shmulevich, Ilya, [278] Stoica, Peter, [1124] Shoemaker, Christine A., [514] [492, 508] Tarvainen, Pasi, [1012] [1129] Tamminen, Aleksi, [150] Soleng, H. H., Semmler, Klaus, [830] Tanskanen, P., [708] [996] Takeshita, Toyoaki, Tanskanen, Jarno M. A., [155, 820] Schlosser, T., Self, Guy, [378, 592, 819, 857] Storn, Rainer M., [356] [78, 79, 80, 81, 409] [80, 81] [641, 752, 768, 797] Tjornfelt-Jensen, M., [72] Tofferi, Tuomo, [416] Toga, Arthur W., [347, 388, 397, 454] Tohka, Jussi, [204, 307, 347, 388, 397, 454] Toivanen, Jari, [268, 593, 602, 609, 642, 651, 798, 816] Sholl, David S., [32] Strand, Carina, [1081] Sidoroff, Ilja, [488] Suganthan, P. N., [472] Toivonen, Tuuli K., [410] Sieranta, Mika, [539, 555] Sukov, A., [969] Tokola, T., [450] Sigurdsson, H. S., [965, 966] Suominen, Kalle-Antti, [274, 576, 621] Tolvi, J., [331] Silander, Tomi, [641, 752, 797] Suominen, Petri, Tommiska, Matti, [157, 358, 656] [149] Authors Tomppo, Erkki, 23 [308, 326, 362] Välisuo, Petri, [161, 408, Wang, Xiaolei, [463, 466, 507] Wanne, Merja, [387] West, Brian R., [325, 349] West, Dixie, [1060] 414, 482, 731] Tompuri, Vesa, Toppuri, J. J., [236] Valjakka, J., [664] Valkealahti, Kimmo, [350, 751] Valtonen, Martti, [629, 684] Vanhaeran, Marian, [1060] Westerlin, V., [1117] Vanhala, Jukka, [107, 860] Wettig, Hannes, [752, 797] Vänskä, Tommy, [234] Wezel, Michiel C. van, [568] Varonen, Mikko, [492] Wide, P., [1110] Varteva, Risto, [861, 862] Wijkman, Pierre A. I., Vartiainen, Juha J., [202, 352] Vasara, Petri, [821] Williams, Colin P., [469] Vašek, Vladimı́r, [249] Windshügel, Björn, [473] Vaskelainen, L., [759] Wirtz, Tom, [499] Vaskelainen, Vesa, [367] Wisz, M. S., [25] Vathsavayi, Sriharsha, [505, 516] Wohlfarth, Barbara, [1060] Vatilo, Jussi, [372] Wolff, K., [1035, 1040] Vegge, Tejs, [34] Xiong, Gang, [262] Vekara, Timo, [426] Xiong, Guang-Yu, [262] Xu, Can T., [1076] Xu, Mantao, [281] Yang, Zhenyu, [23] Yang, Zhijing, [496] [194] Torkar, Richard, [1067, 1075] Törmä, Päivi, [151, 621] Törmänen, Pasi, [657, 719, 732] Törn, Aimo, [145] Torresen, Jim, [980, 982, 984, 989, 990, 992, 1003, 1008, 1013, 1014] Torvinen, S., [787] Tossavainen, Teppo, [285] Truve, Staffan, [1138, 1139] Tufekci, Suleyman, [1085] Tufte, G., [978, 1011] Tufte, Gunnar, [979] Tuominen, Sakari, [485] Tuomisto, H., [362] Tuononen, Marko, [488] Tuovinen, Reijo, [492, 508] Velden, Alex J. M. Van der, Tupeinen, Hannu M., Turunen, Ilkka, Turunen, Pekka, Tyni, Tapio, Uchibe, Eiji, [596] [205] Verma, K. S., [29] Vesterback, Joni, [513, 867] Viana Ramos, R., [1037] Viero, Tomi J., [547] Yasunaga, Moritoshi, [992] Viikki, Kati, [186, 803] Yli-Harja, Olli P., [278] Vilhelmsen, Lasse B., [31, 32, 33] Ylilauri, Mikko, [481] Virkkala, Raimo, [380] Ylinen, Jari, Virolainen, Jari, [676] Visa, Ari, [390] Viskari, Tuomas, [159] Voutilainen, Mikko, [217] Vucic, Vedran, [61] Vuorenmaa, Petri, [134] [676, 738] [199, 228, 560, 610, 616, 739] Tyystjärvi, Esa, [292] [292] Vepsäläinen, Marja-Leena, [298, 337] [1045, 1053, [1086, 1089, 1111, 1113] 1062] Ueda, Kanji, [702, 750, 830] Ulla, S., [720] Ursem, Rasmus K., [14, 28, 68] Usinskas, Andrius, [976] Uusitalo, Mikko A., [478] Uutela, Kimmo, [160, 658, 764] Vaario, Jari, [548, 558, 561, 594, 604, 702, 750, 830, 858, 859] Vainio, M. I., [357, 389] Vuori, Jarkko, Yliniemi, Sanna, [227] Yllö, Petri, [108] Zelinka, Ivan, [239, 249, 824, 834, 841, 844] Zenger, Kai, [507] Zhang, Yu, [496] Zhang, Zhi-yu, [262] [549, 556, 597, 656, 749, 863] Vainio, Mika, [199, 228, 560, 610, 616, 677, 678, 739] [213, 570, 595, 605] Wahde, M., [209, 65, 66] Zhao, Qinpei, [503] Zhu, Zhechen, [500] Vainio, Mikko J., [451] Wallenius, Jyrki, [453] Vainio, Olli, [313, 363] Walton, Krista S., [32] Valente, Marc, [996] Wang, Changhong, [460] Välimäki, Vesa, [863] Wang, Qiaoling, [460] Zinchenko, Lyudmila A., [288, 294, 868] total 1122 articles by 1030 different authors 24 4.7 Genetic algorithms in the Nordic and Baltic countries Subject index All subject keywords of the papers given by the editor of this bibliography are shown next. Annual index 4.8 25 Annual index The following table gives references to the contributions by the year of publishing. 1991, [93, 94, 1131, 73, 1133, 76, 1138] 1992, [84, 85, 87, 88, 91, 95, 96, 97, 99, 101, 102, 103, 106, 108, 112, 113, 114, 116, 74, 1134, 851, 75, 855, 1139] 1993, [82, 83, 86, 89, 90, 92, 98, 100, 104, 105, 107, 109, 110, 111, 115, 1129, 1130, 1132, 846, 847, 848, 849, 850, 1135, 852, 1136, 853, 854, 1137, 856, 857, 858, 859, 860, 861, 862, 863] 1994, [2, 523, 524, 35, 525, 526, 36, 527, 37, 1083, 38, 528, 964, 529, 39, 530, 40, 531, 532, 533, 534, 535, 536, 41, 537, 538, 539, 540, 541, 1084, 1085, 542, 543, 544, 545, 546, 547, 548, 549, 1086, 550, 551, 552, 553, 42, 554, 555, 556, 557, 558, 560, 43, 561, 562, 44] 1995, [519, 520, 521, 522, 559, 563, 564, 565, 566, 567, 568, 1000, 1087, 45, 46, 569, 570, 571, 572, 573, 574, 575, 576, 577, 578, 579, 580, 581, 47, 582, 48, 583, 584, 585, 1088, 586, 587, 588, 589, 590, 591, 592, 593, 594, 595, 596, 597, 1089, 598, 1090, 599, 600, 601, 49, 50, 602, 1091, 1001, 603, 51, 604, 605, 606, 607, 608, 52, 609, 1092, 610, 53, 611, 612, 1093, 613, 614, 615, 616, 617, 618, 619, 876, 877, 878, 879, 880, 881, 882, 883, 886, 888, 889, 893, 895, 896, 897, 898, 901, 902, 903, 906, 907, 908, 909, 912, 913, 915, 918, 919, 920, 921, 923, 925, 930, 931, 932, 933, 934, 935, 939, 941, 942, 946, 947, 950, 955, 956, 957, 958, 959, 961] 1996, 1997, 1998, 1999, 2000, [620, 621, 622, 623, 624, 625, 626, 1094, 1095, 965, 627, 628, 629, 630, 631, 632, 633, 634, 635, 636, 1096, 637, 1097, 638, 639, 640, 641, 54, 642, 643, 55, 644, 645, 646, 647, 1098, 648, 1099, 1100, 1101, 56, 649, 650, 651, 1102, 652, 653, 57, 58, 654, 655, 656, 657, 658, 659, 660, 661, 662, 663, 664, 665, 666, 667, 668, 669, 670, 671, 672, 673, 1103, 674, 675, 676, 1104, 677, 678, 679, 680, 681, 682, 683] [684, 685, 686, 687, 1105, 966, 688, 1002, 689, 1106, 690, 691, 692, 693, 694, 695, 696, 697, 1107, 698, 699, 700, 701, 702, 703, 59, 704, 705, 706, 707, 708, 709, 710, 711, 1108, 712, 713, 1109, 714, 1110, 715, 60, 716, 717, 718, 719, 1003, 720, 61, 1111, 721, 1004, 722, 723, 1112, 724, 1113, 725, 726, 727, 728, 729, 730, 731, 732, 733, 734, 735, 736, 737, 740] [218, 276, 738, 739, 741, 742, 743, 1114, 1005, 971, 62, 744, 967, 63, 745, 746, 747, 748, 1115, 1006, 749, 750, 751, 972, 752, 753, 754, 755, 756, 757, 758, 64, 65, 759, 760, 1116, 1007, 761, 762, 763, 1008, 764, 1117, 765, 766, 1118, 767, 768, 769, 1009, 770, 771, 66, 772, 773, 774, 775, 1010, 776, 777, 778, 779, 780, 781] 2001, 183, 191, 202, 212, 223, 235, 246, 256, [969, 970, 177, 178, 179, 180, 181, 1025, 184, 17, 185, 186, 983, 1026, 187, 188, 189, 192, 193, 194, 195, 196, 197, 198, 199, 984, 200, 203, 204, 205, 206, 207, 973, 1027, 208, 209, 210, 213, 18, 214, 215, 216, 217, 1028, 219, 220, 221, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 236, 237, 238, 239, 240, 241, 1029, 242, 243, 244, 1030, 247, 248, 1031, 249, 250, 251, 252, 253, 254, 257, 258, 938, 944, 948] 182, 190, 201, 211, 222, 234, 245, 255, 2002, [259, 1032, 974, 260, 261, 1033, 985, 19, 262, 263, 264, 986, 1034, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 20, 277, 278, 279, 1035, 280, 281, 1036, 282, 1037, 1038, 283, 284, 285, 1039, 286, 287, 975, 288, 289, 290, 291, 292, 293, 1040, 294, 295, 296, 884, 885, 937, 951] 2003, [1041, 297, 987, 1042, 1043, 298, 299, 77, 300, 301, 302, 303, 304, 305, 306, 307, 988, 308, 309, 310, 1044, 311, 312, 1045, 313, 1046, 314, 315, 1047, 316, 317, 318, 319, 320, 321, 322, 323, 874, 887, 890, 891, 953] 2004, [118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 324, 325, 326, 327, 328, 329, 330, 331, 332, 989, 333, 334, 335, 1048, 336, 337, 338, 339, 21, 340, 341, 1049, 342, 343, 344, 345, 346, 868] 2005, [347, 1050, 348, 349, 350, 22, 351, 352, 353, 354, 355, 356, 990, 1051, 357, 358, 359, 360, 361, 1052, 1053, 362, 363, 364, 365, 366, 367, 368, 1054, 369, 1055, 1056, 864, 865, 866, 870, 894, 905, 936, 954] 2006, [1057, 1058, 23, 370, 371, 372, 373, 374, 1059, 375, 376, 377, 378, 379, 380, 991, 381, 382, 1060, 1061, 383, 384, 385, 869, 871, 875] 2007, [78, 79, 80, 81, 386, 387, 388, 388, 992, 24, 389, 976, 390, 391, 1062, 392, 393, 394, 395, 395, 396, 397, 1063, 398, 399, 400, 401, 402, 403, 910, 922, 926, 927, 929, 949, 952] 2008, [404, 405, 406, 407, 408, 409, 410, 25, 411, 412, 413, 414, 415, 993, 26, 416, 417, 418, 419, 420, 421, 422, 423, 424, 425, 426, 427, 428, 429, 873, 892, 899, 900, 916, 924, 928, 940, 945] 2009, [117, 430, 1064, 27, 431, 994, 432, 433, 995, 996, 1065, 434, 28, 435, 436, 438, 1066, 439, 1067, 1068, 440, 441, 442, 1069, 443, 444, 911] 2010, [782, 783, 784, 785, 786, 1119, 1120, 787, 788, 789, 790, 791, 1011, 1012, 792, 793, 794, 968, 795, 796, 67, 797, 798, 799, 800, 1121, 801, 802, 803, 804, 1122, 805, 806, 807, 808, 809, 810, 811, 812, 813, 814, 1123, 1124, 815, 816, 68, 69, 1125, 817, 818, 70, 71, 1126, 819, 820, 72, 1013, 1127, 821, 822, 823, 824, 825, 826, 1128, 827, 828, 829, 830, 831, 832, 833, 1014, 834, 835, 836, 837, 838, 839, 840, 841, 842, 843, 844, 845, 917] [437, 445, 446, 447, 448, 1070, 29, 449, 450, 451, 452, 1071, 453, 454, 455, 1072, 456, 1073, 457, 458, 459, 460, 997, 461, 462, 463, 1074, 464, 465, 466, 467, 960, 962] 2011, [468, 469, 470, 471, 472, 473, 474, 475, 476, 477, 478, 479, 480, 481, 482, 483, 484, 485, 30, 486, 487, 488, 489, 1075, 490, 491] 2012, [129, 130, 1015, 1016, 131, 977, 132, 1017, 133, 134, 1018, 135, 978, 136, 979, 1019, 137, 138, 139, 140, 141, 980, 142, 143, 144, 11, 145, 1020, 146, 147, 148, 981, 1021, 1022, 12, 149, 150, 151, 152, 13, 1023, 14, 153, 154, 155, 156, 157, 158, 159, 160, 15, 161, 162, 163, 164, 1024, 165, 166, 982, 167, 168, 16, 169, 170, 171, 172, 173, 174, 175, 176, 914] [492, 1076, 493, 494, 1077, 495, 496, 497, 498, 31, 499, 998, 500, 501, 1078, 502, 503, 504, 505, 506, 507, 1079, 508, 509, 510, 32, 1080, 511, 867] 2013, [512, 1081, 513, 514, 33, 515, 999, 516, 1082, 943] 2014, [963, 517, 34, 518, 872, 904] 26 Genetic algorithms in the Nordic and Baltic countries 4.9 Geographical index The following table gives references to the contributions by country. • Australia: [1020, 25] • Belgium: [339, 26] • Brazil: [686, 1052] • Canada: [251, 256, 1039, 359] • China: [1018, 263, 300] • Denmark: [11, 12, 14, 20, 73, 76, 74, 75, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 69, 70, 71, 72, 13, 15, 16, 17, 18, 19, 21, 28, 29, 30, 31, 32, 33, 34] 35, 50, 65, 22, 36, 51, 66, 23, 37, 52, 67, 24, 38, 53, 68, 27, • Estonia: [77] • Finland: [132, 140, 265, 267, 268, 284, 291, 292, 93, 94, 84, 85, 87, 88, 91, 95, 96, 97, 99, 101, 102, 103, 106, 108, 112, 113, 114, 116, 851, 855, 82, 83, 86, 89, 90, 92, 98, 100, 104, 105, 107, 109, 110, 111, 115, 846, 847, 848, 849, 850, 852, 853, 854, 856, 857, 858, 859, 860, 861, 862, 863, 2, 523, 524, 525, 526, 527, 528, 529, 530, 531, 532, 533, 534, 535, 536, 537, 538, 539, 540, 541, 542, 543, 544, 545, 546, 547, 548, 549, 550, 551, 552, 553, 554, 555, 556, 557, 558, 560, 561, 562, 519, 520, 521, 522, 559, 563, 564, 565, 566, 567, 568, 569, 570, 571, 572, 573, 574, 575, 576, 577, 578, 579, 580, 581, 582, 583, 584, 585, 586, 587, 588, 589, 590, 591, 592, 593, 594, 595, 596, 597, 598, 599, 600, 601, 602, 603, 604, 605, 606, 607, 608, 609, 610, 611, 612, 613, 614, 615, 616, 617, 618, 619, 876, 877, 878, 879, 880, 881, 882, 883, 886, 888, 889, 893, 895, 896, 897, 898, 901, 902, 903, 906, 907, 908, 909, 912, 913, 915, 918, 919, 920, 921, 923, 925, 930, 931, 932, 933, 934, 935, 939, 941, 942, 946, 947, 950, 955, 956, 957, 958, 959, 961, 620, 621, 622, 623, 624, 625, 626, 627, 628, 629, 630, 631, 632, 633, 634, 636, 637, 638, 639, 640, 641, 642, 643, 644, 645, 646, 647, 648, 649, 650, 651, 652, 653, 654, 655, 656, 657, 658, 659, 660, 661, 662, 663, 664, 665, 666, 667, 669, 670, 671, 672, 673, 674, 675, 676, 677, 678, 679, 680, 681, 682, 683, 684, 685, 687, 688, 689, 690, 691, 692, 693, 694, 695, 696, 697, 698, 699, 700, 701, 702, 703, 704, 705, 706, 707, 708, 709, 710, 711, 712, 713, 714, 715, 716, 717, 718, 719, 720, 721, 722, 723, 724, 725, 726, 727, 728, 729, 730, 731, 732, 733, 734, 735, 736, 737, 740, 218, 276, 738, 739, 741, 742, 743, 744, 745, 746, 747, 748, 749, 750, 751, 752, 753, 754, 755, 756, 757, 758, 759, 760, 761, 762, 763, 764, 765, 766, 767, 768, 769, 770, 771, 772, 773, 774, 775, 776, 777, 778, 779, 780, 781, 782, 783, 784, 785, 786, 787, 788, 789, 790, 791, 792, 793, 794, 795, 796, 797, 798, 799, 800, 801, 802, 803, 804, 805, 806, 807, 808, 809, 810, 811, 812, 813, 814, 815, 816, 817, 818, 819, 820, 821, 822, 823, 825, 826, 827, 828, 829, 830, 831, 832, 833, 835, 836, 837, 838, 839, 840, 842, 843, 845, 917, 129, 130, 131, 133, 134, 135, 136, 137, 138, 139, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 914, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 219, 220, 221, 222, 223, 224, 225, 226, 227, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 240, 241, 242, 243, 244, 245, 246, 247, 248, 250, 252, 253, 254, 255, 257, 258, 938, 944, 948, 259, 260, 262, 264, 266, 269, 281, 885, 306, 317, 953, 128, 334, 346, 356, 368, 371, 383, 389, 400, 404, 416, 427, 945, 440, 449, 460, 469, 480, 491, 502, 512, 270, 271, 272, 273, 274, 275, 277, 278, 279, 282, 283, 285, 286, 287, 289, 290, 293, 296, 937, 951, 297, 298, 299, 301, 302, 303, 304, 307, 308, 309, 310, 311, 312, 313, 314, 315, 318, 319, 320, 321, 322, 323, 874, 887, 890, 118, 119, 120, 121, 122, 123, 124, 125, 126, 324, 325, 326, 327, 328, 329, 330, 331, 332, 335, 336, 337, 338, 340, 341, 342, 343, 344, 868, 347, 348, 349, 350, 351, 352, 353, 354, 357, 358, 360, 361, 362, 363, 364, 365, 366, 369, 864, 865, 866, 870, 894, 905, 936, 954, 372, 373, 374, 375, 376, 377, 378, 379, 381, 384, 385, 869, 875, 78, 79, 80, 81, 386, 387, 390, 391, 392, 393, 394, 395, 396, 397, 398, 401, 402, 403, 910, 922, 926, 927, 929, 949, 405, 406, 407, 408, 409, 410, 411, 412, 414, 417, 418, 419, 420, 421, 422, 423, 424, 425, 428, 429, 873, 892, 899, 900, 916, 924, 928, 117, 430, 431, 432, 433, 434, 435, 436, 438, 441, 442, 443, 444, 911, 437, 445, 446, 447, 450, 451, 452, 453, 454, 455, 456, 457, 458, 461, 462, 463, 464, 465, 466, 467, 960, 962, 470, 471, 472, 473, 474, 475, 476, 477, 478, 481, 482, 483, 484, 485, 486, 487, 488, 489, 492, 493, 494, 495, 496, 497, 498, 499, 500, 503, 504, 505, 506, 507, 508, 509, 510, 511, 513, 514, 515, 516, 943, 517, 518, 872, 904] 280, 884, 305, 316, 891, 127, 333, 345, 355, 367, 370, 382, 388, 399, 952, 415, 426, 940, 439, 448, 459, 468, 479, 490, 501, 867, • France: [985, 1060, 996] • Germany: [1088, 1091, 1092, 1095, 1099, 1100, 1103, 1104, 1105, 1108, 1109, 1112] • Iceland: [965, 966, 968, 963] • Italy: [1047, 1058] • Japan: [1045, 1053, 992, 1062] • Latvia: [971, 972, 969, 970] • Lithuania: [973, 974, 975, 976] • Luxemburg: [999] • Norway: [1000, 1001, 1002, 1003, 1004, 1005, 1006, 1007, 1008, 1009, 1010, 1011, 1012, 1013, 1014, 977, 978, 979, 980, 981, 982, 983, 984, 986, 987, 988, 989, 990, 991, 993, 994, 995, 997, 998] • Spain: [1028, 1031, 1041, 1048, 1050, 1054, 1055, 1056, 1057, 380] • Sweden: [1017, 1022, 1023, 1038, 1131, 1134, 1139, 1129, 1130, 1132, 1135, 1136, 1084, 1085, 1086, 1087, 1089, 1090, 1093, 1097, 1098, 1101, 1102, 1106, 1107, 1110, 1114, 1115, 1116, 1117, 1118, 1119, 1120, 1123, 1124, 1125, 1126, 1127, 1128, 1015, 1021, 1024, 1025, 1026, 1027, 1029, 1030, 1034, 1035, 1036, 1040, 1042, 1043, 1044, 1051, 1059, 1061, 1063, 1064, 1065, 1066, 1069, 1070, 1071, 1072, 1073, 1074, 1075, 1078, 1079, 1080, 1081, 1082] 1133, 1137, 1094, 1111, 1121, 1016, 1032, 1046, 1067, 1076, 1138, 1083, 1096, 1113, 1122, 1019, 1033, 1049, 1068, 1077, • The Czech Republic: [824, 834, 841, 844, 239, 249] • United States: [964, 635, 967] Bibliography [1] John H. 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Suomen Lääkäriliitto, Duodecim, Finska Läkaresällskapet. ftp://ftp.uwasa.fi/cs/report05-4/FinMedPoster. pdf,FinMedAbs.pdf gaA:LP06. [870] Jarmo T. Alander. Programmable self-assembly. In New Exploratory Technologies (NEXT), number 8 in National Publication, pages 119–127, Salo (Finland), 3.-4.October 2005. Turku Centre for Computer Science (TUCS). gaA:NEXT05. [871] Jarmo T. Alander. Development of NIR melanoma spectra processing methods. In Pekka Isto, editor, Tekniikan tutkimusinstituutti, Juhlaseminaari 2006, pages 25–26, Vaasa (Finland), 24. February 2006. Tekniikan tutkimusinstituutti. (ftp://ftp://ftp.uwasa.fi/cs/report05-4//TTIprinter.pdf) gaA:TTI06. [872] Jarmo T. Alander. Evoluutiolaskennalla omatoimista kognitiivista kuntoutusta? [selfmade cognitive rehabilitation with the help of evolutionary computing?]. In Markus Koskela and Kari Heikkinen, editors, Yhdistetyt tietojenkäsittelypäivät 2014 Federated Computer Science Event 2014, pages 44–46, Lappeenranta (Finland), 3.-4. June 2014. Lappeenranta University of Technology. (in Finnish, related slides both in Finnish and English) gaA:YTP2014 ⇒ http://lipas.uwasa.fi/~TAU/reports/report14-1/ YTP2014AlaFinal.pdf. [873] Jarmo T. Alander. Indexed bibliography of genetic algorithms in acoustics. Report 94-1-ACOUSTICS, University of Vaasa, Department of Electrical Engineering and Automation, 2008. http://lipas.uwasa. fi/~TAU/reports/report94-1/gaACOUSTICSbib.pdf gaACOUSTICSbib. [874] Jarmo T. Alander. Indexed bibliography of genetic algorithms in geosciences, astronomy, aerospace engineering, and aerodynamics. Report 94-1-AERO, University of Vaasa, Department of Electrical Engineering and Production Economics, 2003. http://lipas.uwasa.fi/~TAU/reports/report94-1/gaAERObib.pdf gaAERObib. [875] Jarmo T. Alander. Indexed bibliography of genetic algorithms in agriculture. Report 94-1-AGRO, University of Vaasa, Department of Electrical Engineering and Automation, 2006. http://lipas.uwasa.fi/ ~TAU/reports/report94-1/gaAGRObib.pdf gaAGRObib. [876] Jarmo T. Alander. Indexed bibliography of genetic algorithms and artificial intelligence. Report 94-1AI, University of Vaasa, Department of Information Technology and Production Economics, 1995. http: //lipas.uwasa.fi/~TAU/reports/report94-1/gaAIbib.pdf gaAIbib. [877] Jarmo T. Alander. Indexed bibliography of genetic algorithms and artificial life. Report 94-1-ALIFE, University of Vaasa, Department of Information Technology and Production Economics, 1995. http: //lipas.uwasa.fi/~TAU/reports/report94-1/gaALIFEbib.pdf gaALIFEbib. [878] Jarmo T. Alander. Indexed bibliography of genetic algorithms in art and music. Report 94-1-ART, University of Vaasa, Department of Information Technology and Production Economics, 1995. http: //lipas.uwasa.fi/~TAU/reports/report94-1/gaARTbib.pdf gaARTbib. [879] Jarmo T. Alander. Indexed bibliography of genetic algorithms in Australia and Oceania. Report 941-AUS, University of Vaasa, Department of Information Technology and Production Economics, 1995. http://lipas.uwasa.fi/~TAU/reports/report94-1/gaAUSbib.pdf gaAUSbib. [880] Jarmo T. Alander. Indexed bibliography of genetic algorithms basics, reviews, and tutorials. Report 941-BASICS, University of Vaasa, Department of Information Technology and Production Economics, 1995. http://lipas.uwasa.fi/~TAU/reports/report94-1/gaBASICSbib.pdf gaBASICSbib. [881] Jarmo T. Alander. Indexed bibliography of genetic algorithms in biosciences. Report 94-1-BIO, University of Vaasa, Department of Information Technology and Production Economics, 1995. http://lipas.uwasa. fi/~TAU/reports/report94-1/gaBIObib.pdf gaBIObib. [882] Jarmo T. Alander. Indexed bibliography of genetic algorithms in computer aided design. Report 941-CAD, University of Vaasa, Department of Information Technology and Production Economics, 1995. http://lipas.uwasa.fi/~TAU/reports/report94-1/gaCADbib.pdf gaCADbib. [883] Jarmo T. Alander. Indexed bibliography of genetic algorithms in chemistry and physics. Report 94-1CHEMPHYS, University of Vaasa, Department of Information Technology and Production Economics, 1995. http://lipas.uwasa.fi/~TAU/reports/report94-1/gaCHEMPHYSbib.pdf gaCHEMPHYSbib. [884] Jarmo T. Alander. Indexed bibliography of genetic algorithms in chemical sciences. Report 94-1-CHEM, University of Vaasa, Department of Engineering Sciences, 2002. http://lipas.uwasa.fi/~TAU/reports/ report94-1/gaCHEMbib.pdf gaCHEMbib. 76 Genetic algorithms in the Nordic and Baltic countries [885] Jarmo T. Alander. Indexed bibliography of civil, structural, and mechanical engineering. Report 94-1CIVIL, University of Vaasa, Department of Engineering Sciences, 2002. http://lipas.uwasa.fi/~TAU/ reports/report94-1/gaCIVILbib.pdf gaCIVILbib. [886] Jarmo T. Alander. Indexed bibliography of genetic algorithms and coding. Report 94-1-CODE, University of Vaasa, Department of Information Technology and Production Economics, 1995. http://lipas.uwasa. fi/~TAU/reports/report94-1/gaCODEbib.pdf gaCODEbib. [887] Jarmo T. Alander. Indexed bibliography of co- and differential evolutionary genetic algorithms. Report 94-1-COEVO, University of Vaasa, Department of Electrical Engineering and Production Economics, 2003. http://lipas.uwasa.fi/~TAU/reports/report94-1/gaCOEVObib.pdf gaCOEVObib. [888] Jarmo T. Alander. Indexed bibliography of genetic algorithms in control. Report 94-1-CONTROL, University of Vaasa, Department of Information Technology and Production Economics, 1995. http: //lipas.uwasa.fi/~TAU/reports/report94-1/gaCONTROLbib.pdf gaCONTROLbib. [889] Jarmo T. Alander. Indexed bibliography of genetic algorithms in computer science. Report 94-1-CS, University of Vaasa, Department of Information Technology and Production Economics, 1995. http: //lipas.uwasa.fi/~TAU/reports/report94-1/gaCSbib.pdf gaCSbib. [890] Jarmo T. Alander. Indexed bibliography of genetic algorithms in early years. Report 94-1-EARLY, University of Vaasa, Department of Electrical Engineering and Production Economics, 2003. http:// lipas.uwasa.fi/~TAU/reports/report94-1/gaEARLYbib.pdf gaEARLYbib. [891] Jarmo T. Alander. Indexed bibliography of genetic algorithms in the Eastern-Europe. Report 94-1EAST-EURO, University of Vaasa, Department of Electrical Engineering and Production Economics, 2003. http://lipas.uwasa.fi/~TAU/reports/report94-1/gaEAST-EURObib.pdf gaEAST-EURObib. [892] Jarmo T. Alander. Indexed bibliography of genetic algorithms in ecology. Report 94-1-ECOL, University of Vaasa, Department of Electrical Engineering and Automation, 2008. http://lipas.uwasa.fi/~TAU/ reports/report94-1/gaECOLbib.pdf gaECOLbib. [893] Jarmo T. Alander. Indexed bibliography of genetic algorithms in economics. Report 94-1-ECO, University of Vaasa, Department of Information Technology and Production Economics, 1995. http://lipas.uwasa. fi/~TAU/reports/report94-1/gaECObib.pdf gaECObib. [894] Jarmo T. Alander. Indexed bibliography of genetic algorithms in electromagnetics. Report 94-1-ELMA, University of Vaasa, Department of Electrical Engineering and Production Economics, 2005. http:// lipas.uwasa.fi/~TAU/reports/report94-1/gaELMAbib.pdf gaELMAbib. [895] Jarmo T. Alander. Indexed bibliography of genetic algorithms in engineering. Report 94-1-ENG, University of Vaasa, Department of Information Technology and Production Economics, 1995. http://lipas.uwasa. fi/~TAU/reports/report94-1/gaENGbib.pdf gaENGbib. [896] Jarmo T. Alander. Indexed bibliography of evolution strategies. Report 94-1-ES, University of Vaasa, Department of Information Technology and Production Economics, 1995. http://lipas.uwasa.fi/~TAU/ reports/report94-1/gaESbib.pdf gaESbib. [897] Jarmo T. Alander. Indexed bibliography of genetic algorithms EvoNet members. Report 94-1-EVONET, University of Vaasa, Department of Information Technology and Production Economics, 1995. http: //lipas.uwasa.fi/~TAU/reports/report94-1/gaEVONETbib.pdf gaEVONETbib. [898] Jarmo T. Alander. Indexed bibliography of genetic algorithms in the Far-East. Report 94-1-FAR-EAST, University of Vaasa, Department of Information Technology and Production Economics, 1995. http: //lipas.uwasa.fi/~TAU/reports/report94-1/gaFAR-EASTbib.pdf gaFAR-EASTbib. [899] Jarmo T. Alander. Indexed bibliography of genetic algorithms in FEM. Report 94-1-FEM, University of Vaasa, Department of Electrical Engineering and Automation, 2008. http://lipas.uwasa.fi/~TAU/ reports/report94-1/gaFEMbib.pdf gaFEMbib. [900] Jarmo T. Alander. Indexed bibliography of genetic algorithms & evolvable hardware and FPGAs. Report 94-1-FPGA, University of Vaasa, Department of Electrical Engineering and Automation, 2008. http: //lipas.uwasa.fi/~TAU/reports/report94-1/gaFPGAbib.pdf gaFPGAbib. [901] Jarmo T. Alander. Indexed bibliography of genetic algorithms in France. Report 94-1-FRA, University of Vaasa, Department of Information Technology and Production Economics, 1995. http://lipas.uwasa. fi/~TAU/reports/report94-1/gaFRAbib.pdf gaFRAbib. [902] Jarmo T. Alander. Indexed bibliography of genetic algorithms papers available via ftp and www. Report 94-1-FTP, University of Vaasa, Department of Information Technology and Production Economics, 1995. http://lipas.uwasa.fi/~TAU/reports/report94-1/gaFTPbib.pdf gaFTPbib. Bibliography 77 [903] Jarmo T. Alander. Indexed bibliography of genetic algorithms with fuzzy systems. Report 94-1-FUZZY, University of Vaasa, Department of Information Technology and Production Economics, 1995. http: //lipas.uwasa.fi/~TAU/reports/report94-1/gaFUZZYbib.pdf gaFUZZYbib. [904] Jarmo T. Alander. Indexed bibliography of genetic algorithms & games. Report 94-1-GAME, University of Vaasa, Department of Electrical Engineering and Energy Technology, 2014. http://lipas.uwasa.fi/ ~TAU/reports/report94-1/gaGAMEbib.pdf gaGAMEbib. [905] Jarmo T. Alander. Indexed bibliography of genetic algorithms in geosciences. Report 94-1-GEO, University of Vaasa, Department of Information Technology and Production Economics, 2005. http://lipas.uwasa. fi/~TAU/reports/report94-1/gaGEObib.pdf gaGEObib. [906] Jarmo T. Alander. Indexed bibliography of genetic algorithms in Germany. Report 94-1-GER, University of Vaasa, Department of Information Technology and Production Economics, 1995. http://lipas.uwasa. fi/~TAU/reports/report94-1/gaGERbib.pdf gaGERbib. [907] Jarmo T. Alander. Indexed bibliography of genetic programming. Report 94-1-GP, University of Vaasa, Department of Information Technology and Production Economics, 1995. http://lipas.uwasa.fi/~TAU/ reports/report94-1/gaGPbib.pdf gaGPbib. [908] Jarmo T. Alander. Indexed bibliography of genetic algorithm implementations. Report 94-1-IMPLE, University of Vaasa, Department of Information Technology and Production Economics, 1995. http: //lipas.uwasa.fi/~TAU/reports/report94-1/gaIMPLEbib.pdf gaIMPLEbib. [909] Jarmo T. Alander. Indexed bibliography of genetic algorithm in india. Report 94-1-INDIA, University of Vaasa, Department of Information Technology and Production Economics, 1995. http://lipas.uwasa. fi/~TAU/reports/report94-1/gaINDIAbib.pdf gaINDIAbib. [910] Jarmo T. Alander. Indexed bibliography of genetic algorithm in inverse problems. Report 94-1-INVERSE, University of Vaasa, Department of Information Technology and Production Economics, 2007. http: //lipas.uwasa.fi/~TAU/reports/report94-1/gaINVERSEbib.pdf gaINVERSEbib. [911] Jarmo T. Alander. Indexed bibliography of genetic algorithms in image registration. Report 94-1-IREG, University of Vaasa, Department of Electrical Engineering and Automation, 2009. http://lipas.uwasa. fi/~TAU/reports/report94-1/gaIREGbib.pdf gaIREGbib. [912] Jarmo T. Alander. Indexed bibliography of immune systems. Report 94-1-IS, University of Vaasa, Department of Information Technology and Production Economics, 1995. http://lipas.uwasa.fi/~TAU/ reports/report94-1/gaISbib.pdf gaISbib. [913] Jarmo T. Alander. Indexed bibliography of genetic algorithms in Italy. Report 94-1-ITA, University of Vaasa, Department of Information Technology and Production Economics, 1995. http://lipas.uwasa. fi/~TAU/reports/report94-1/gaITAbib.pdf gaITAbib. [914] Jarmo T. Alander. Indexed bibliography of genetic algorithms in Japan. Report 94-1-JAPAN, University of Vaasa, Department of Information Technology and Production Economics, 2000. http://lipas.uwasa. fi/~TAU/reports/report94-1/gaJAPANbib.pdf gaJAPANbib. [915] Jarmo T. Alander. Indexed bibliography of genetic algorithm journal articles. Report 94-1-JOURNAL, University of Vaasa, Department of Information Technology and Production Economics, 1995. http: //lipas.uwasa.fi/~TAU/reports/report94-1/gaJOURNALbib.pdf gaJOURNALbib. [916] Jarmo T. Alander. Indexed bibliography of genetic algorithms with lasers. Report 94-1-LASER, University of Vaasa, Department of Electrical Engineering and Automation, 2008. http://lipas.uwasa.fi/~TAU/ reports/report94-1/gaLASERbib.pdf gaLASERbib. [917] Jarmo T. Alander. Indexed bibliography of genetic algorithms in the Latin Amaerica, Portugal and Spain. Report 94-1-LATIN, University of Vaasa, Department of Information Technology and Production Economics, 1999. http://lipas.uwasa.fi/~TAU/reports/report94-1/gaLATINbib.pdf gaLATINbib. [918] Jarmo T. Alander. Indexed bibliography of learning classifier systems. Report 94-1-LCS, University of Vaasa, Department of Information Technology and Production Economics, 1995. http://lipas.uwasa. fi/~TAU/reports/report94-1/gaLCSbib.pdf gaLCSbib. [919] Jarmo T. Alander. Indexed bibliography of genetic algorithms in logistics. Report 94-1-LOGISTICS, University of Vaasa, Department of Information Technology and Production Economics, 1995. http: //lipas.uwasa.fi/~TAU/reports/report94-1/gaLOGISTICSbib.pdf gaLOGISTICSbib. [920] Jarmo T. Alander. Indexed bibliography of genetic algorithms in manufacturing. Report 94-1-MANU, University of Vaasa, Department of Information Technology and Production Economics, 1995. http: //lipas.uwasa.fi/~TAU/reports/report94-1/gaMANUbib.pdf gaMANUbib. 78 Genetic algorithms in the Nordic and Baltic countries [921] Jarmo T. Alander. Indexed bibliography of genetic algorithms in mathematics and statistics. Report 941-MATH, University of Vaasa, Department of Information Technology and Production Economics, 1995. http://lipas.uwasa.fi/~TAU/reports/report94-1/gaMATHbib.pdf gaMATHbib. [922] Jarmo T. Alander. Indexed bibliography of genetic algorithms in medicine. Report 94-1-MEDICINE, University of Vaasa, Department of Electrical Engineering and Automation, 2007. http://lipas.uwasa. fi/~TAU/reports/report94-1/gaMEDICINEbib.pdf gaMEDICINEbib. [923] Jarmo T. Alander. Indexed bibliography of genetic algorithms in the Mediterranean. Report 94-1MEDITER, University of Vaasa, Department of Information Technology and Production Economics, 1995. http://lipas.uwasa.fi/~TAU/reports/report94-1/gaMEDITERbib.pdf gaMEDITERbib. [924] Jarmo T. Alander. Indexed bibliography of genetic algorithms in microscopy and microsystems. Report 94-1-MICRO, University of Vaasa, Department of Information Technology and Production Economics, 2008. http://lipas.uwasa.fi/~TAU/reports/report94-1/gaMICRObib.pdf gaMICRObib. [925] Jarmo T. Alander. Indexed bibliography of genetic algorithms in military applications. Report 94-1-MIL, University of Vaasa, Department of Information Technology and Production Economics, 1995. http: //lipas.uwasa.fi/~TAU/reports/report94-1/gaMILbib.pdf gaMILbib. [926] Jarmo T. Alander. Indexed bibliography of genetic algorithms in machine learning. Report 94-1-ML, University of Vaasa, Department of Electrical Engineering and Automation, 2007. http://lipas.uwasa. fi/~TAU/reports/report94-1/gaMLbib.pdf gaMLbib. [927] Jarmo T. Alander. Indexed bibliography of genetic algorithms in materials science and engineering. Report 94-1-MSE, University of Vaasa, Department of Electrical Engineering and Automation, 2007. http:// lipas.uwasa.fi/~TAU/reports/report94-1/gaMSEbib.pdf gaMSEbib. [928] Jarmo T. Alander. Indexed bibliography of genetic algorithms in nanotechnology. Report 94-1-NANO, University of Vaasa, Department of Electrical Engineering and Automation, 2008. http://lipas.uwasa. fi/~TAU/reports/report94-1/gaNANObib.pdf gaNANObib. [929] Jarmo T. Alander. Indexed bibliography of genetic algorithms in near-infrared spectroscopy. Report 941-NIR, University of Vaasa, Department of Electrical Engineering and Automation, 2007. http://lipas. uwasa.fi/~TAU/reports/report94-1/gaNIRbib.pdf gaNIRbib. [930] Jarmo T. Alander. Indexed bibliography of genetic algorithms and neural networks. Report 94-1-NN, University of Vaasa, Department of Information Technology and Production Economics, 1995. http: //lipas.uwasa.fi/~TAU/reports/report94-1/gaNNbib.pdf gaNNbib. [931] Jarmo T. Alander. Indexed bibliography of genetic algorithms in the Nordic and Baltic countries. Report 94-1-NORDIC, University of Vaasa, Department of Information Technology and Production Economics, 1995. http://lipas.uwasa.fi/~TAU/reports/report94-1/gaNORDICbib.pdf gaNORDICbib. [932] Jarmo T. Alander. Indexed bibliography of genetic algorithms in optics and image processing. Report 94-1-OPTICS, University of Vaasa, Department of Information Technology and Production Economics, 1995. http://lipas.uwasa.fi/~TAU/reports/report94-1/gaOPTICSbib.pdf gaOPTICSbib. [933] Jarmo T. Alander. Indexed bibliography of genetic algorithms and optimization. Report 94-1-OPTIMI, University of Vaasa, Department of Information Technology and Production Economics, 1995. http: //lipas.uwasa.fi/~TAU/reports/report94-1/gaOPTIMIbib.pdf gaOPTIMIbib. [934] Jarmo T. Alander. Indexed bibliography of genetic algorithms in operations research. Report 94-1-OR, University of Vaasa, Department of Information Technology and Production Economics, 1995. http: //lipas.uwasa.fi/~TAU/reports/report94-1/gaORbib.pdf gaORbib. [935] Jarmo T. Alander. Indexed bibliography of distributed genetic algorithms. Report 94-1-PARA, University of Vaasa, Department of Information Technology and Production Economics, 1995. http://lipas.uwasa. fi/~TAU/reports/report94-1/gaPARAbib.pdf gaPARAbib. [936] Jarmo T. Alander. Indexed bibliography of genetic algorithms in Pareto and constrained optimisation. Report 94-1-PARETO, University of Vaasa, Department of Electrical Engineering and Automation, 2005. http://lipas.uwasa.fi/~TAU/reports/report94-1/gaPARETObib.pdf gaPARETObib. [937] Jarmo T. Alander. Indexed bibliography of genetic algorithm patents. Report 94-1-PATENT, University of Vaasa, Department of Engineering Sciences, 2002. http://lipas.uwasa.fi/~TAU/reports/report94-1/ gaPATENTbib.pdf gaPATENTbib. [938] Jarmo T. Alander. Indexed bibliography of genetic algorithms in pattern recognition. Report 94-1PATTERN, University of Vaasa, Department of Information Technology and Production Economics, 2001. http://lipas.uwasa.fi/~TAU/reports/report94-1/gaPATTERNbib.pdf gaPATTERNbib. Bibliography 79 [939] Jarmo T. Alander. Indexed bibliography of genetic algorithms in physical sciences. Report 94-1-PHYS, University of Vaasa, Department of Information Technology and Production Economics, 1995. http: //lipas.uwasa.fi/~TAU/reports/report94-1/gaPHYSbib.pdf gaPHYSbib. [940] Jarmo T. Alander. Indexed bibliography of genetic algorithms & piezo. Report 94-1-PIEZO, University of Vaasa, Department of Electrical Engineering and Automation, 2008. http://lipas.uwasa.fi/~TAU/ reports/report94-1/gaPIEZObib.pdf gaPIEZObib. [941] Jarmo T. Alander. Indexed bibliography of genetic algorithms in power engineering. Report 94-1-POWER, University of Vaasa, Department of Information Technology and Production Economics, 1995. http: //lipas.uwasa.fi/~TAU/reports/report94-1/gaPOWERbib.pdf gaPOWERbib. [942] Jarmo T. Alander. Indexed bibliography of genetic algorithms and proteins. Report 94-1-PROTEIN, University of Vaasa, Department of Information Technology and Production Economics, 1995. http: //lipas.uwasa.fi/~TAU/reports/report94-1/gaPROTEINbib.pdf gaPROTEINbib. [943] Jarmo T. Alander. Indexed bibliography of particle swarm optimisation. Report 94-1-PSO, University of Vaasa, Department of Electrical Engineering and Energy Technology, 2013. http://lipas.uwasa.fi/ ~TAU/reports/report94-1/gaPSObib.pdf gaPSObib. [944] Jarmo T. Alander. Indexed bibliography of quantum computing. Report 94-1-QC, University of Vaasa, Department of Information Technology and Production Economics, 2001. http://lipas.uwasa.fi/~TAU/ reports/report94-1/gaQCbib.pdf gaQCbib. [945] Jarmo T. Alander. Indexed bibliography of genetic algorithms in remote sensing. Report 94-1-REMOTE, University of Vaasa, Department of Electrical Engineering and Automation, 2008. http://lipas.uwasa. fi/~TAU/reports/report94-1/gaREMOTEbib.pdf gaREMOTEbib. [946] Jarmo T. Alander. Indexed bibliography of genetic algorithms in robotics. Report 94-1-ROBOT, University of Vaasa, Department of Information Technology and Production Economics, 1995. http://lipas.uwasa. fi/~TAU/reports/report94-1/gaROBOTbib.pdf gaROBOTbib. [947] Jarmo T. Alander. Indexed bibliography of genetic algorithms and simulated annealing: Hybrids and comparisons. Report 94-1-SA, University of Vaasa, Department of Information Technology and Production Economics, 1995. http://lipas.uwasa.fi/~TAU/reports/report94-1/gaSAbib.pdf gaSAbib. [948] Jarmo T. Alander. Indexed bibliography of genetic algorithms in scheduling. Report 94-1-SCHEDULING, University of Vaasa, Department of Information Technology and Production Economics, 2001. http: //lipas.uwasa.fi/~TAU/reports/report94-1/gaSCHEDULINGbib.pdf gaSCHEDULINGbib. [949] Jarmo T. Alander. Indexed bibliography of selection in genetic algorithms. Report 94-1-SELECTION, University of Vaasa, Department of Electrical Engineering and Automation, 2007. http://lipas.uwasa. fi/~TAU/reports/report94-1/gaSELECTIONbib.pdf gaSELECTIONbib. [950] Jarmo T. Alander. Indexed bibliography of genetic algorithms in signal and image processing. Report 94-1-SIGNAL, University of Vaasa, Department of Information Technology and Production Economics, 1995. http://lipas.uwasa.fi/~TAU/reports/report94-1/gaSIGNALbib.pdf gaSIGNALbib. [951] Jarmo T. Alander. Indexed bibliography of genetic algorithms in simulation. Report 94-1-SIMULA, University of Vaasa, Department of Engineering Sciences, 2002. http://lipas.uwasa.fi/~TAU/reports/ report94-1/gaSIMULAbib.pdf gaSIMULAbib. [952] Janne Koljonen, Olli Kanniainen, and Jarmo T. Alander. Dynamic template size control in digital image correlation based strain measurements. In David P. Casasent, Ernest L. Hall, and Juha Röning, editors, Intelligent Robots and Computer Vision XXV: Algorithms, Techniques, and Active Vision, volume SPIE6764, pages 67640L–1–12, Boston, MA, 9. -11. September 2007. The International Society for Optical Engineering, Bellingham, WA. gaSPIE6764a. [953] Jarmo T. Alander. Indexed bibliography of genetic algorithms in telecommunications. Report 94-1TELE, University of Vaasa, Department of Electrical Engineering and Production Economics, 2003. http: //lipas.uwasa.fi/~TAU/reports/report94-1/gaTELEbib.pdf gaTELEbib. [954] Jarmo T. Alander. Indexed bibliography of genetic algorithms in testing. Report 94-1-TEST, University of Vaasa, Department of Electrical Engineering and Production Economics, 2005. http://lipas.uwasa. fi/~TAU/reports/report94-1/gaTESTbib.pdf gaTESTbib. [955] Jarmo T. Alander. Indexed bibliography of genetic algorithms theory and comparisons. Report 94-1THEORY, University of Vaasa, Department of Information Technology and Production Economics, 1995. http://lipas.uwasa.fi/~TAU/reports/report94-1/gaTHEORYbib.pdf gaTHEORYbib. 80 Genetic algorithms in the Nordic and Baltic countries [956] Jarmo T. Alander. Indexed bibliography of most active researchers of genetic algorithms. Report 94-1TOP10, University of Vaasa, Department of Information Technology and Production Economics, 1995. http://lipas.uwasa.fi/~TAU/reports/report94-1/gaTOP10bib.pdf gaTOP10bib. [957] Jarmo T. Alander. Indexed bibliography of genetic algorithms in tsp. Report 94-1-TSP, University of Vaasa, Department of Information Technology and Production Economics, 1995. http://lipas.uwasa. fi/~TAU/reports/report94-1/gaTSPbib.pdf gaTSPbib. [958] Jarmo T. Alander. Indexed bibliography of genetic algorithms in United Kingdom. Report 94-1-UK, University of Vaasa, Department of Information Technology and Production Economics, 1995. http: //lipas.uwasa.fi/~TAU/reports/report94-1/gaUKbib.pdf gaUKbib. [959] Jarmo T. Alander. Indexed bibliography of genetic algorithms in United States. Report 94-1-USA, University of Vaasa, Department of Information Technology and Production Economics, 1995. http: //lipas.uwasa.fi/~TAU/reports/report94-1/gaUSAbib.pdf gaUSAbib. [960] Jarmo T. Alander. Indexed bibliography of genetic algorithms in vaasa. Report 94-1-VAASA, University of Vaasa, Department of Electrical and Energy Engineering, 2010. http://lipas.uwasa.fi/~TAU/reports/ report94-1/gaVAASAbib.pdf gaVAASAbib. [961] Jarmo T. Alander. Indexed bibliography of genetic algorithms in electronics and VLSI design and testing. Report 94-1-VLSI, University of Vaasa, Department of Information Technology and Production Economics, 1995. http://lipas.uwasa.fi/~TAU/reports/report94-1/gaVLSIbib.pdf gaVLSIbib. [962] Jarmo T. Alander. Indexed bibliography of genetic algorithms & x-rays. Report 94-1-X, University of Vaasa, Department of Electrical Engineering and Automation, 2010. http://lipas.uwasa.fi/~TAU/ reports/report94-1/gaXbib.pdf gaXbib. [963] J. Senthilnath, Naveen P. Kalro, and J. A. Benediktsson. Accurate point matching based on multiobjective genetic algorithm for multi-sensor satellite imagery. 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Artificial Neural Nets and Genetic Algorithms, Innsbruck, Austria, 13. -16. April 1993. Springer-Verlag, Wien. ga:ANNGA93. [1144] Jarmo T. Alander, editor. Proceedings of the Second Finnish Workshop on Genetic Algorithms and their Applications, volume Report Series 94-2, Vaasa (Finland), 16.-18. March 1994. University of Vaasa, Department of Information Technology and Industrial Economics. (ftp://ftp.uwasa.fics/report94-1/*.ps.Z) GA:GArapo94. [1145] Vincent Kiernan. Growing money from algorithms. New Scientist, 144(1954):25–27, 3. December 1994. ga94aKiernan. [1146] Proceedings of the First IEEE Conference on Evolutionary Computation, Orlando, FL, 27.-29. June 1994. IEEE, New York, NY. ga94ICCIEC. [1147] D. W. Pearson, N. C. Steele, and R. F. Albrecht, editors. Artificial Neural Nets and Genetic Algorithms, Alès (France), 19.-21. April 1995. Springer-Verlag, Wien New York. ga95ICANNGA. [1148] A. Heredia-Langner, D. C. Montgomery, and W. M. Carlyle. 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Genetic Programming 1997: Proceedings of the Second Annual Conference, Stanford, CA, 13.-16. July 1997. Morgan Kaufmann, San Francisco, CA. †prog ga97GP. [1153] Thomas Bäck, editor. Proceedings of the Seventh International Conference on Genetic Algorithms, East Lansing, MI, 19.-23. July 1997. Morgan Kaufmann Publishers, Inc., San Francisco, CA. †HYLK ga97ICGA. [1154] Pavel Ošmera, editor. Proceedings of the 4th International Mendel Conference on Genetic Algorithms, Optimization problems, Fuzzy Logic, Neural networks, Rough Sets (MENDEL’98), Brno (Czech Republic), 24.-26. June 1998. Technical University of Brno. ga98Brno. University of Vaasa, Finland 91 [1155] Lance D. Chambers, editor. Practical Handbook of Genetic Algorithms, volume 3, Complex Coding Systems. CRC Press, Boca Raton, FL, 1999. ga99CRC. [1156] Shu-Heng Chen and Tzu-Wen Kuo. Overfitting or poor learning: A critique of current financial applications of GP. In Conor Ryan, Terence Soule, Maarten Keijzer, Edward Tsang, Riccardo Poli, and Ernesto Costa, editors, Genetic programming, 6th European Conference, EuroGP 2003 Proceedings, volume 2610 of Lecture Notes in Computer Science, pages 34–46, Essex (UK), 14.-16. April 2003. Springer-Verlag, Berlin. ga03aShu-HengChen. [1157] Chris Farrell. Survival of the fittest technologies. New Scientist, 137(1859):35–39, 1993. ga:Farrell93. [1158] Hans-Michael Voigt, Werner Ebeling, Ingo Rechenberg, and Hans-Paul Schwefel, editors. Parallel Problem Solving from Nature – PPSN IV, volume 1141 of Lecture Notes in Computer Science, Berlin (Germany), 22.-26. September 1996. Springer-Verlag, Berlin. ga96PPSN4. Notations †(ref) = the bibliography item does not belong to my collection of genetic papers. (ref) = citation source code. ACM = ACM Guide to Computing Literature, EEA = Electrical & Electronics Abstracts, BA = Biological Abstracts, CCA = Computers & Control Abstracts, CTI = Current Technology Index, EI = The Engineering Index (A = Annual, M = Monthly), DAI = Dissertation Abstracts International, P = Index to Scientific & Technical Proceedings, PA = Physics Abstracts, PubMed = National Library of Medicine, BackBib = Thomas Bäck’s unpublished bibliography, Fogel/Bib = David Fogel’s EA bibliography, etc * = only abstract seen. ? = data of this field is missing (BiBTeX-format). The last field in each reference item in Teletype font is the BiBTEXkey of the corresponding reference. 92 Genetic algorithms in the Nordic and Baltic countries Appendix A Bibliography entry formats This documentation was prepared with LATEX and reproduced from camera-ready copy supplied by the editor. The ones who are familiar with BibTeX may have noticed that the references are printed using abbrv bibliography style and have no difficulties in interpreting the entries. For those not so familiar with BibTeX are given the following formats of the most common entry types. The optional fields are enclosed by ”[ ]” in the format description. Unknown fields are shown by ”?”. † after the entry means that neither the article nor the abstract of the article was available for reviewing and so the reference entry and/or its indexing may be more or less incomplete. Book: Author(s), Title, Publisher, Publisher’s address, year. Example John H. Holland. Adaptation in Natural and Artificial Systems. The University of Michigan Press, Ann Arbor, 1975. Journal article: Author(s), Title, Journal, volume(number): first page – last page, [month,] year. Example David E. Goldberg. Computer-aided gas pipeline operation using genetic algorithms and rule learning. Part I: Genetic algorithms in pipeline optimization. Engineering with Computers, 3(?):35–45, 1987. †. Note: the number of the journal unknown, the article has not been seen. Proceedings article: Author(s), Title, editor(s) of the proceedings, Title of Proceedings, [volume,] pages, location of the conference, date of the conference, publisher of the proceedings, publisher’s address. Example John R. Koza. Hierarchical genetic algorithms operating on populations of computer programs. In N. S. Sridharan, editor, Eleventh International Joint Conference on Artificial Intelligence (IJCAI-89), pages 768–774, Detroit, MI, 20.-25. August 1989. Morgan Kaufmann, Palo Alto, CA. † . Technical report: Author(s), Title, type and number, institute, year. Example Thomas Bäck, Frank Hoffmeister, and Hans-Paul Schwefel. Applications of evolutionary algorithms. Technical Report SYS-2/92, University of Dortmund, Department of Computer Science, 1992. 93 94 Vaasa GA Bibliography Vaasa GA Bibliography 95 Vaasa Genetic Algorithm Bibliography Search & Optimise Main features: • Over 20,000 references to published papers • by over 20,000 researchers. • Available as over 70 special bibliographies online: http://lipas.uwasa.fi/~TAU/reports/report94-1/ga*bib.pdf files. • Covers all sciences and engineering fields, from basic theory to applications. • Several indexes and statistical summaries. • See what problems evolution can solve for you! Global optimisation and search heuristics called genetic algorithm mimics evolution in nature using recombination and selection from a set of solution trials called population. One of the most prominent attractive features of genetic algorithms from the practical point of view of software techniques is their simplicity, which makes them easy to implement and tailor to solve practical search and optimisation problems. In spite of the seemingly simple processing, the genetic algorithms are good at solving some problems that are known to be hard. The simplicity, generality, flexibility, parallelism, and the good problem solving capability have made genetic algorithm very popular among various disciplines desperately searching methods to solve difficult optimisation problems. ————— Observe that our server has also a selection of our papers on genetic algorithms and other compuational topics. See our bibliographies or file ftp.uwasa.fi/cs/README for further details. 96 file ga90bib.ps.Z . . . ga02bib.ps.Z gaACOUSTICSbib.pdf gaAIbib.pdf gaAERObib.pdf gaAGRObib.pdf gaALIFEbib.pdf gaARTbib.pdf gaAUSbib.pdf gaBASICSbib.pdf gaBIObib.pdf gaCADbib.pdf gaCHEMbib.pdf gaCHEMPHYSbib.ps.Z gaCIVILbib.pdf gaCODEbib.pdf gaCOEVObib.pdf gaCONTROLbib.pdf gaCSbib.pdf gaEARLYbib.pdf gaEAST-EURObib.ps.Z gaECObib.pdf gaECOLbib.pdf gaELMAbib.pdf gaESbib.pdf gaFAR-EASTbib.ps.Z gaFEMbib.pdf gaFINbib.pdf gaFPGAbib.pdf gaFRAbib.ps.Z gaFTPbib.ps.Z gaFUZZYbib.pdf gaGAMEbib.pdf gaGEObib.pdf gaGERbib.ps.Z gaGPbib.pdf gaIMPLEbib.pdf gaINDIAbib.ps.Z gaINVERSEbib.pdf gaIREGbib.pdf gaISbib.pdf gaJAPANbib.ps.Z gaLCSbib.pdf gaLASERbib.pdf gaLATINbib.ps.Z gaLOGISTICSbib.pdf gaMANUbib.pdf gaMATHbib.pdf gaMEDICINEbib.pdf gaMEDITERbib.ps.Z gaMICRObib.pdf gaMILbib.pdf gaMLbib.pdf gaMSEbib.pdf gaNANObib.pdf gaNIRbib.pdf gaNNbib.pdf gaNORDICbib.pdf gaOPTICSbib.pdf gaOPTIMIbib.pdf gaORbib.pdf Vaasa GA Bibliography # refs .. . 557 190 2566 911 405 184 174 720 1177 1635 1407 938 2277 1121 392 232 1943 1453 723 679 1569 177 574 464 1556 90 891 455 540 1353 1521 140 458 1586 1006 1500 276 291 218 87 2475 211 58 649 741 846 1162 1810 83 113 1231 575 117 267 1883 1148 2168 923 1750 updated .. . 2009/08/17 2013/06/14 2014/05/06 2012/08/01 2014/05/06 2014/05/06 2013/05/14 2014/04/28 2014/05/06 2012/07/30 2009/07/24 2014/05/06 2014/05/06 2008/09/18 2015/01/12 2008/03/20 2014/04/28 2003/07/09 2012/07/16 2012/07/16 2012/07/20 2008/08/13 2011/12/29 2014/05/06 2013/05/22 2015/02/15 2011/12/29 2003/07/09 2012/09/21 2014/05/06 2014/05/06 2004/09/22 2012/07/30 2012/07/30 2003/05/23 2010/01/08 2014/07/04 2009/08/17 2013/05/14 2012/08/08 2009/07/31 2003/07/09 2014/05/06 2009/07/27 2014/07/18 2003/07/09 2008/03/31 2009/08/17 2012/08/08 2013/08/15 2012/07/17 2013/11/18 2012/06/28 2015/02/15 2014/04/28 2003/07/09 2014/12/10 ...table continues on the next page... contents GA in 1990 .. . GA in 2002 GA in acoustics GA in artificial intelligence GA in aerospace GA in agriculture GA in artificial life GA in art and music GA in Australia and New Zealand Basics of GA GA in biosciences including medicine GA in Computer Aided Design GA in chemical sciences ; previously in gaCHEMPHYSbib.ps.Z GA in chemistry and physics; divided into gaCHEMbib.ps.Z and gaPHYSbib.ps.Z 2002 GA in civil, structural, and mechanical engineering GA coding co- and differential evolution GA GA in control and process engineering GA in comp. sci. (incl. databases, /mining, software testing and GP) GA in early years (upto 1989) GA in the Eastern Europe GA in economics and finance GA in ecology and biodiversity GA in electromagnetics Evolution strategies GA in the Far East (excl. Japan) GA & FEM GA in Finland GA & FPGA GA in France GA papers available via web (ftp and www) GA and fuzzy logic GA and games GA in geosciences GA in Germany, Austria, and Switzerland genetic programming implementations of GA GA in India GA in inverse problems image registration immune systems GA in Japan Learning Classifier Systems GA and lasers GA in Latin America, Portugal & Spain GA in logistics (incl. TSP) GA in manufacturing GA in mathematics GA in medicine GA in the Mediterranean GA in microscopy & microsystems GA in military applications GA in machine learning GA in materials GA in nanotechnology GA in NIRS (spectroscopy) GA in neural networks GA in Nordic countries GA in optics and image processing GA and optimization (only a few refs) GA in operations research Vaasa GA Bibliography file gaPARAbib.pdf gaPARETObib.pdf gaPATENTbib.pdf gaPATTERNbib.pdf gaPHYSbib.pdf gaPIEZObib.pdf gaPOWERbib.pdf gaPROTEINbib.pdf gaPSObib.pdf gaQCbib.pdf gaREMOTEbib.pdf gaROBOTbib.pdf gaSAbib.pdf gaSCHEDULINGbib.pdf gaSELECTIONbib.ps.Z gaSIGNALbib.pdf gaSIMULAbib.pdf gaTELEbib.pdf gaTHEORYbib.pdf gaTHESESbib.pdf gaVAASAbib.pdf gaVLSIbib.pdf gaUKbib.ps.Z gaXbib.ps.Z # refs 833 469 462 1654 2313 57 1004 491 92 547 302 775 331 868 295 2587 1037 840 2654 578 284 799 1998 129 97 updated 2012/07/30 2009/03/24 2009/07/27 2012/09/21 2008/04/07 2012/07/18 2014/05/14 2008/03/12 2013/08/15 2011/03/09 2012/07/20 2009/07/27 2009/07/24 2014/05/14 2009/07/27 2012/07/27 2009/07/24 2009/07/27 2012/09/17 2009/01/07 2010/08/17 2012/07/16 2008/05/22 2013/08/15 contents Parallel and distributed GA Pareto optimization GA patents GA in pattern recognition incl. LCS GA in physical sciences ; previously in gaCHEMPHYSbib.ps.Z GA & piezo GA in power engineering GA in protein research Particle Swarm Optimisation quantum computing GA in remote sensing GA in robotics GA and simulated annealing GA in scheduling Selection in GAs GA in signal and image processing GA in simulation GA in telecom Theory and analysis of GA PhD etc theses GA in Vaasa GA in electronics, VLSI design and testing GA in United Kingdom GA & X-rays Table A.1: Indexed genetic algorithm special bibliographies available online in directory http://lipas.uwasa.fi/~TAU/reports/report94-1. New updates only as .pdf files.
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