Anthony E Gianluca Carpentieri Bibliography


Mar 20, 2008 - Information Processing & Management, [237]. Information Research .... Dassault-Aviation,. [1034] ... ing a fit composition of functions, [1080].

An Indexed Bibliography of Genetic Algorithms in Computer Science compiled by

Jarmo T. Alander Department of Electrical Engineering and Automation University of Vaasa P.O. Box 700, FIN-65101 Vaasa, Finland phone: +358-6-324 8444, fax: +358-6-324 8467

Dedicated to KTL (v¨ ait.), ins Timo Mantere

Report Series No. 94-1-CS (DRAFT 2008/03/20 10:50 )

available via anonymous ftp: site ftp.uwasa.fi directory cs/report94-1 file gaCSbib.pdf

c 1994-2008 Jarmo T. Alander Copyright

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 . . . . . . . . . . . . . .

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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 Geographical distribution 3.6 Conclusions and future . .

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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 . .

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Bibliography

49

Appendixes

129

A Bibliography entry formats

129

i

List of Tables 2.1

Queries used to extract this subbibliography from the source database.

3.1 3.2 3.3 3.4 3.5

Distribution of publication type. . . . . . . . . . . . . . . . . . . . . . . . . Annual distribution of contributions. . . . . . . . . . . . . . . . . . . . . . The most popular subjects. . . . . . . . . . . . . . . . . . . . . . . . . . . . The most productive genetic algorithms in computer science authors. . . . The geographical distribution of the authors working on genetic algorithms science . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

A.1 Indexed genetic algorithm special bibliographies available online

ii

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4 5 6 7 7 9

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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 (March 20, 2008) contained 20257 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) • [email protected] 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 • SPIE Web The International Society for Optical Engineering – June 2002 1

2

1.1

Genetic algorithms in computer science

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 computer science 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. For further instructions and information see ftp.uwasa.fi/cs/GAbib/README.

1.1.1

How to cite this report?

The complete BiBTEX record for this report is shown below: @TECHREPORT{gaCSbib, KEY = "CS", ANNOTE = "*on,*FIN,bibliography /special,computer science /bibliography,bibliography /computer science", AUTHOR = "Jarmo T. Alander", TITLE = "Indexed Bibliography of Genetic Algorithms in Computer{\BL}Science", INSTITUTION = "University of Vaasa, Department of Information Technology and Production Economics", TYPE = "Report", NUMBER = "94-1-CS", NOTE = "(\ftp{ftp.uwasa.fi}{cs/report94-1}{gaCSbib.ps.Z})", YEAR = 1995 }

You can also use the BiBTEX file GASUB.bib, which is available in our ftp site ftp.uwasa.fi in directory cs/report94-1 and contains records for all GA subbibliographies.

1.2

How to get this report via Internet?

Versions of this bibliography are available via anonymous ftp or www from the following site: media ftp ftp

country Finland Finland

site ftp.uwasa.fi ftp.uwasa.fi

directory /cs/report94-1 /cs/report94-1

file gaCSbib.ps(.Z) gaCSbib.pdf

Observe that these versions may be somewhat different and perhaps reduced as compared to this volume that you are now reading. Due to technical problems in transforming LATEXdocuments into html ones the www versions contain usually less information than the corresponding ftp ones. It is also possible that the www version is completely unreachable. 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 computer science literature. At least the following GA researchers have already

Acknowledgement

3

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 B¨ ack, Chhandra Chakraborti, Nirupam Chakraborti, David E. Clark, Carlos A. Coello Coello, Yuval Davidor, Dipankar Dasgupta, Marco Dorigo, J. Wayland Eheart, Bogdan Filipiˇc, 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 Hy¨otyniemi 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 Podg´orski, Timo Poranen, Nicholas J. Radcliffe, Colin R. Reeves, Gordon Roberts, David Rogers, David Romero, Sam Sandqvist, Ivan Santib´ an ˜ez-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, 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 ftp site ftp.uwasa.fi, where these indexed bibliographies are located.

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 automaton automata computer science database data structures document retrieval formal language ,graph genetic programming operating system query software testing software /testing software sorting scheduling /processor

field ANNOTE ANNOTE ANNOTE ANNOTE ANNOTE ANNOTE ANNOTE ANNOTE ANNOTE ANNOTE ANNOTE ANNOTE ANNOTE ANNOTE ANNOTE ANNOTE

class Automata Automata Computer science Databases Data structures Documents Formal languages Graphs Genetic programming Operating systems Databases Software testing Software testing Software Sorting Multiprocessor scheduling

Table 2.1: Queries used to extract this subbibliography from the source database.

Hint

4

Chapter 3

Statistical summaries 3.1

This chapter gives some general statistical summaries of genetic algorithms in computer science literature. More detailed indexes can be found in the next chapter.

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.

References to each class (c.f table 2.1) are listed below: • Automata 130 references ([11]-[140])

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.

• Computer science 29 references ([141]-[169]) • Data structures 5 references ([170]-[174]) • Databases 100 references ([175]-[274])

type book section of a book part of a collection journal article proceedings article report manual PhD thesis MSc thesis others total

• Documents 6 references ([275]-[280]) • Formal languages 8 references ([281]-[288]) • Genetic programming 851 references ([289][1139]) • Graphs 142 references ([1140]-[1281]) • Multiprocessor scheduling 2 references ([1282]-[1283]) • Operating systems 23 references ([1284][1306])

number of items 21 3 57 299 935 63 1 27 21 20 1447

Table 3.1: Distribution of publication type.

• Software 62 references ([1307]-[1368]) • Software testing 87 references ([1369]-[1455])

3.2

Annual distribution

• Sorting 2 references ([1456]-[1457]) Table 3.2 gives the number of genetic algorithms in computer science 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). 5

6

Genetic algorithms in computer science

3.3

year 1958 1960 1962 1964 1966 1968 1970 1972 1974 1976 1978 1980 1982 1984 1986 1988 1990 1992 1994 1996 1998 2000 2002 2004 2006 total

items 1 0 0 0 1 0 0 0 1 0 0 0 0 0 5 3 18 45 176 202 92 82 55 9 4

year 1959 1961 1963 1965 1967 1969 1971 1973 1975 1977 1979 1981 1983 1985 1987 1989 1991 1993 1995 1997 1999 2001 2003 2005 2007

Classification

items 1 0 0 0 0 0 0 0 0 0 0 2 0 1 5 1 36 84 168 212 108 61 55 15 4 1447

Table 3.2: Annual distribution of contributions.

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.

Authors

7

3.4

Authors

Table 3.4 gives the most productive authors.

Total genetic programming graphs databases cellular automata software testing testing machine learning implementation automata analysing GP image processing engineering neural networks robotics control economics comparison computer science software scheduling parallel GA operating systems data mining crossover electronics classification signal processing pattern recognition coevolution patent parallel GP analysing GA graph partitioning agents system identification regression optimization VLSI design quantum computing graphics computer graphics coding VLSI hybrid others

1373 850 104 90 73 67 53 50 47 45 45 42 41 40 36 34 33 32 29 28 26 24 23 23 22 21 21 18 18 18 16 16 16 15 15 13 12 12 12 11 11 11 11 11 10 2920

Table 3.3: The most popular subjects.

total number of authors Koza, John R. Banzhaf, Wolfgang Iba, Hitoshi Andre, David Nordin, Peter Bennett III, Forrest H. Keane, Martin A. Alander, Jarmo T. Mantere, Timo Garis, Hugo de Poli, Riccardo Wong, Man Leung Langdon, William B. Chen, Shu-Heng Leung, Kwong Sak Ryan, Conor Handley, Simon G. Yeh, Chia-Hsuan O’Reilly, Una-May Rice, James P. Angeline, Peter J. Tomassini, Marco Crutchfield, James P. Willis, Mark J. 10 authors 6 authors 2 authors 11 authors 19 authors 34 authors 72 authors 236 authors 1368 authors

1782 82 30 30 25 25 24 22 21 20 19 17 17 16 14 14 14 13 13 12 12 11 11 10 10 9 8 7 6 5 4 3 2 1

Table 3.4: The most productive genetic algorithms in computer science authors.

8

Genetic algorithms in computer science

6Genetic algorithms in computer science ccc c ccc c c 1000 c c c number of papers c c (log scale) c ssss cc 100 cc sss s cc sss cc s s c ccc s c s c cc cccc 10 s cc c ss c cc ss c cc s c c c c s 1csscc s s s s 1960 2008/03/20

1970

1980 YEAR

1990

2000

Figure 3.1: The number of papers applying genetic algorithms in computer science (•, N = 1453 ) and total GA papers (◦, N = 20257 ). Observe that the last few years are most incomplete in the database.

Geographical distribution

3.5

9

Geographical distribution

Table 3.5 gives the geographical distribution of authors, when the country of the author was known. Over 80% of the references of the GA source database are classified by country. 2008/03/20

country Total United States United Kingdom Japan Germany Finland France China Australia Taiwan Spain Sweden Canada Switzerland The Netherlands Poland Italy South Korea Ireland Brazil India Others

special n % 1334 100.00 480 35.98 168 12.59 93 6.97 86 6.45 53 3.97 38 2.85 35 2.62 32 2.40 27 2.02 25 1.87 24 1.80 23 1.72 17 1.27 17 1.27 16 1.20 14 1.05 14 1.05 12 0.90 9 0.67 9 0.67 84 6.23

comparison δ[%] ∆[%] +8.21 +2.28 −5.57 −0.58 +0.36 +0.32 −2.15 −0.04 −0.10 +0.21 +1.35 +0.18 +0.39 +0.24 +0.31 −1.83 −1.27 +0.69 −0.18 −0.83 −1.59

+30 +22 −44 −8 +10 +13 −45 −2 −5 +13 +300 +12 +44 +23 +35 −64 −55 +329 −21 −55 −20

all N 19081 5298 1968 2393 1341 689 482 911 465 405 317 85 293 168 197 170 549 443 41 162 287 1490

% 100.00 27.77 10.31 12.54 7.03 3.61 2.53 4.77 2.44 2.12 1.66 0.45 1.54 0.88 1.03 0.89 2.88 2.32 0.21 0.85 1.50 7.82

Table 3.5: The geographical distribution of the authors working on genetic algorithms in computer science (n) compared (δ and ∆) to all authors in the field of GAs (N ). In the comparison column: nNT otal δ% = %special−%all and ∆ = (1 − N nT otal ) × 100%. ∆ is the relative (%) deviation from the expected number of special papers. Observe that joint papers may have authors from several countries and that not all authors have been attributed to a country.

3.6

Conclusions and future

The editor believes that this bibliography contains references to most genetic algorithms in computer science 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.

10

Genetic algorithms in computer science

Chapter 4

Indexes 4.1

Books

4.2

The following list contains all items classified as books. Advances in Genetic Programming,

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.

[451]

Automatic Re-Engineering of Software Using Genetic Programming, [978]

Acta Electronica Sinica (China),

Computational Intelligence in Software Quality Assurance,

Adaptive Behavior,

[1419, 1371]

Advances in Applied Mathematics,

Computer Viruses, Artificial Life and Evolution,

[146]

Data Mining Using Grammar Based Genetic Programming and Applications, [181] Evolution of Parallel Cellular Machines, Evolving images,

[1230]

[713, 1101]

[259]

AI Expert,

[1326, 1328, 570]

Analytica Chimica Acta,

[96]

[1158]

AI Applications,

Analytical Chemistry,

[441] [864]

[1126]

Ann. Oper. Res. (Netherlands),

From Natural to Artificial Swarm Intelligence,

[1246]

Annals of Operations Research,

Genetic Programming II, Automatic Discovery of Reusable Programs, [550] Genetic Programming III,

Applied Intelligence, [929]

Genetic Programming and Data Structures,

[958]

Applied Soft Computing,

[965]

Arpakannus,

Genetic Programming: On Programming Computers by Means of Natural Selection and Genetics, [1095]

[398, 1454] [1400]

Artif. Life Robot. (Japan), Artificial Intelligence,

Illustrating Evolutionary Computation with Mathematica,

[292]

Artificial Intelligence Review,

It’s Alive! The New Breed of Living Computer Programs, [150]

Asian Computer Weekly,

Modeling Nature, Cellular Automata Simulations with Mathematica, [68]

[1013]

[375]

[198]

Aust. Comput. J. (Australia),

[249]

Australian Journal of Intelligent Information Processing Systems, [386]

[982]

Telecommunications Optimization: Heuristic and Adaptive Techniques, [179] Theory of Self-Reproducing Automata,

[1250]

Artificial Intelligence in Engineering (UK),

[346]

New Ideas in Optimization,

[323, 1213]

Appl. Intell., Int. J. Artif. Intell. Neural Netw. Complex Probl.-Solving Technol. (Netherlands), [956]

[1000]

Genetic Programming ˜ An Introduction,

[227]

Automatisierungstechnik,

[130]

Principia Evolvica, Simulierte Evolution mit Mathematica,

BioSystems,

[95]

BMC Bioinformatics,

[421]

BT Technology Journal,

[798]

BYTE,

total 20 books

[791, 930]

[183] [500]

Chin. J. Electron. (China),

11

[876]

12

Genetic algorithms in computer science

Communications of the ACM, Comput. Educ. J. (USA),

Computer Journal,

[928]

IEEE Trans. Parallel Distrib. Syst. (USA),

Computer Physics Communications,

[972, 976]

Computers in Chemical Engineering,

[750, 845, 1244]

Computers & Industrial Engineering,

[1195, 269]

Computers & Mathematics with Applications, Computers & Operations Research,

IEEE Transactions on Computers,

[1203, 1218]

IEEE Transactions on Evolutionary Computation,

[304,

15, 336, 357, 359, 33, 84, 913, 923]

IEEE Transactions on Evolutionary Computing,

[770]

[1321, 1168, 149, 153]

[449]

IEEE Transactions on Geoscience and Remote Sensing, [385]

[1289]

Concurrency: Practice and Experience, D-Lib Mag (USA),

[1303]

IEEE Transactions on Circuits and Systems–I: Fundamental Theory and Applications, [393]

[1198]

Control Cybern. (Poland),

[308]

IEEE Trans. Comput.-Aided Des. Integr. Circuits Syst. (USA), [99]

[1122]

Concurrency Pract. Exper.,

[560, 584, 594, 613, 1383]

IEEE Signal Processing Letters,

[730]

[1346]

Comput. Ind. (Netherlands), Computer Graphics,

IEEE Expert,

[1300, 1021, 277]

Comput. Econ. (Netherlands),

IEEE Transactions on Industrial Electronics,

[1294]

[1284, 363]

IEEE Transactions on Knowledge and data engineering,

[1184, 855]

[207]

[246]

IEEE Transactions on Knowledge and Data Engineering,

Datalogiske Skr. (Denmark),

[234]

[226]

DIMACS,

[1181]

Discover,

[1319]

IEEE Transactions on Pattern Analysis and Machine Intelligence, [1151, 245]

Dr. Dobb’s Journal,

[1165, 1169, 250]

IEEE Transactions on Software Engineering,

Electr. Power Syst. Res. (Switzerland), Electric Power Systems Research, Electronics Letters,

[801]

[17, 18]

[1358]

IEEE Transactions on Systems, Man, and Cybernetics A, Systems Humans, [931]

[1142, 754, 871, 957]

Engineering Applications of Artificial Intelligence, European Journal of Operational Research,

[1422]

[392, 1248]

European Journal of Operations Research (Netherlands), [863]

Evolutionary Computation,

[511, 597, 1456, 636, 955, 967,

1054, 1265]

Expert Systems,

Expert Systems Appl. (UK),

IFIP Transactions A, Computer Science and Technology (Netherlands), [1324]

Inform. Autom. (Spain),

[348]

Gaodeng Xuexiao Huaxue Xuebao,

[1254]

Information Processing Letters,

[1047]

Information Research News,

IEE Communications Letters,

Int. J. Expert Syst. Res. Appl. (USA),

[394] [355]

IEE Proceedings - Computer and Digital Techniques, IEE Proceedings E: Comput. Digit. Tech.,

[14]

IEE Proceedings, Computers and Digital Techniques,

[805] [194]

Int. J. Knowl.-Based Intell. Eng. Syst. (Australia), Int. J. Softw. Eng. Knowl. Eng. (Singapore),

[22] [63]

International Journal of Computer Math., International Journal of Expert Systems,

IEEE Aerospace and Electronic Systems Magazine,

[351]

[267]

IEEE Computer Graphics and Applications,

[1263]

IEEE Engineering in Medicine and Biology Magazine, [185]

[1275]

[1174] [643]

International Journal of Modern Physics C,

[1384]

[971]

[607, 610]

International Journal Computers and Mathematics,

[1256]

IEE Proceedings, Computer and Digital Techniques,

IEEE Bulletin on Database Engineering,

[211]

Int. Commun. Heat Mass Transf. (UK),

[1048]

IEE Proceedings - Circuits, Devices, and Systems,

[237]

[247]

[1398, 368, 1323]

Information Sciences (USA),

IBM Journal of Research and Development,

[927]

Information Processing & Management, Information Sciences,

IBM Journal,

[345, 1394, 1396, 281,

1308, 1399, 1309, 1370, 1310, 1449]

[341, 352, 353, 360, 361, 365, 366, 372, 378, 379, 380, 381, 383, 397, 400] [944]

[676]

[173]

Information and Software Technology,

[253]

Genetic Programming and Evolvable Machines,

Genome Inf. Ser.,

[217]

[189]

Inf. Syst. Eng. (Netherlands),

Future Generation Computer Systems,

IEE Proceedings: Software,

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Science, [1232, 963]

Inf. Software Technol.,

[1322]

[948]

Food Science & Technology,

IEEE Transactions on Systems, Man, and Cybernetics B, Cybernetics, [1235]

Inf. Process. Lett. (Netherlands),

[1157]

Expert Systems and Applications,

[1393]

IEEE Transactions on Systems, Man, and Cybernetics,

[75]

International Journal of Production Research,

[344]

International Journal of Software Engineering and Knowledge Engineering, [1420] International Journal on Artificial Intelligence Tools (IJAIT), [1283]

Journal articles

13

Izv. Akad. Nauk Teor. Sist. Upr.,

OR Spektrum,

[1255]

J. Beijing Univ. Aeronaut. Astronaut. (China),

[1352]

J. Changsha Univ. Electr. Power, Nat. Sci. Ed. (China), [993]

J. Chem. Phys. (USA),

OR Spektrum (Germany),

[1353]

Parallel Computing (Netherlands), Pattern Recognition,

[854]

[1140, 1150, 1220, 1233]

[947]

J. Chin. Inst. Eng. Trans. Chin. Inst. Eng. Ser. A, J. Comput. Sci. Technol. (Engl. Lang. Ed.), J. Inf. Sci. (UK),

[98, 1017]

[197]

Pattern Recognition Letters, PC AI (USA),

[1015]

[785, 872]

Personal Computer World,

[846]

[371, 243]

[1038, 1117]

Physica A,

[1148]

Physica D,

[44, 77, 93, 122]

J. KISS(A), Comput. Syst. Theory (South Korea), [90, 166]

Physical Review E,

[1156, 880, 106]

J. Oper. Res. Soc.,

[1224]

Physical Review Letters,

J. Softw. (China),

[163]

Pohjalainen,

J. Inst. Electron. Eng. Korea C (South Korea), J. Jpn. Soc. Precision Eng.,

[164]

[1281]

Journal of Chemical Information and Computer Sciences,

[1409]

Proc. Inst. Mech. Eng. I, J. Syst. Control Eng. (UK), [904]

[199]

Journal of Documentation,

Real-Time Systems,

[196, 216]

Journal of Economic Behavior and Organization, Journal of Economic Dynamics & Control, Journal of Heuristics,

[27]

[70]

[918]

Res. Eng. Des. (USA), [251] Sc. Univ. Comput. Math. Cybern. (USA),

[1236]

Journal of Hydroinformatics,

[1403, 1439]

Scientific American, [337]

[417, 739]

Scientific Computing in Chemical Engineering,

Journal of Parallel and Distributed Computing,

[1286]

Journal of the American Society for Information Science, [184, 278]

Journal of the Japanese Society of Artificial Intelligence, [639]

Scientific Computing World,

Soft Computing,

Journal of the Operational Research Society,

[1202, 1227,

1261]

Journal of the Society of Instrument and Control Engineers,

Software Engineering Journal,

Suomen L¨ a¨ ak¨ arilehti,

[126] [580]

Syst. Comput. Jpn. (USA),

[108]

Syst. Control Inf. (Japan),

[1270]

The Analyst,

Kybernetes,

[1045]

Metabolomics,

[446]

Microelectron. J. (UK),

[187]

The Computer Journal,

[545]

[76] [1340, 780]

[443] [1379]

The Journal of Software Testing, Verification and Reliability, [1381] The Mathematica Journal,

[64]

Microprocessors and Microprogramming, Microprocessors and Microsystems,

[1336]

[808]

JSME Int. J. A, Solid Mech. Mater. Eng. (Japan), Knowledge and Information Systems,

[1385]

Solid-State Electronics, [1302]

Journal of Visualization and Computer Animation, JSPP,

[25]

[1359]

Statistics and Computing,

[54]

[157]

[343, 89]

SIAM Journal on Computing,

Software - Practice and Experience,

Journal of Theoretical Biology,

[225]

[145]

[1200]

The Visual Computer,

[599]

[1125]

Theoretical Computer Science,

[12, 19]

Nature,

[30, 32, 1365, 1367]

Tiede,

Nature Materials,

[37]

Networks,

[1192]

Transactions of the Information Processing Society of Japan, [1171, 152]

Networks (USA),

[1226]

Neural Computation,

[296]

Neural Computing & Applications,

Transactions of the Institute of Electronics, Information, and Communication Engineers D-II (Japan), [73] Transactions of the Insttute of Electronics, Information, and Communication Engineers A (Japan), [1228]

[896]

Neural Netw. World ( Czech Republic), Neural Networks,

[401]

[960]

Vaasan yliopistolehti,

[1412]

VDI Berichte,

[949]

VLSI Design,

[139]

[91]

New Generation Computing Journal,

[53]

Nuclear Instruments & Methods in Physics Research A, [94] Operations Research,

[1221]

Optical Engineering,

[310, 364]

Wuhan Univ. J. Nat. Sci. (China), total 299 articles in 200 series

[1343]

14

Genetic algorithms in computer science

4.3

Theses

4.3.2

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.

Master’s theses

This list includes also “Diplomarbeit”, “Tech. Lic. Theses”, etc. ?,

[154]

Federal University of Parana,

4.3.1

PhD theses

Carleton University,

[1405]

Helsinki University of Technology,

Lappeenranta University of Technology,

[602]

Ecole Normale Superieure de Lyon,

National Sun Yat-sen University,

[1178]

The Pennsylvania State University,

[1166]

The University of Texas at Austin,

[481]

The University of Utah, [260]

[1239]

Naval Postgraduate School, Rice University,

[577]

University of Glasgow,

[881]

University of Idaho,

[1062]

University of London,

[1121]

University of Bonn,

[1268]

[1320]

[1030]

University of Missouri - Rolla,

[174]

[410]

[1068]

University of Manchester,

University of Alberta,

[1414]

Marii Curie-Sklodowskiej University of Lublin,

[521]

Instituto Nacional de Pesquisas Espaciais, Syracuse University,

[178, 1146]

[1272]

University of Paderborn, [1132] University of Tampere, [1212]

University of Dortmund, [916] University of Edinburgh, [939] University of Extremadura, University of Glamorgan,

University of Vaasa,

[1450, 1451]

Universit¨ at M¨ unchen,

[1120]

Vienna University of Economics and Business Admimistration, [679]

[350] [1388, 1376]

Wayne State University, [255] total 21 thesis in 19 schools

University of Helsinki,

[270]

University of Limburg,

[1111]

University of London,

[172]

4.4 University of Missouri - Rolla,

[1259]

University of Montana, [1067] University of Reading,

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.

[1360]

Aarhus University,

University of Rochester, [906]

[1161]

Beijing University of Aeronautics and Astronautics, [1421]

University of Sao Paulo, [994]

Bolt Beranek and Newman, University of South Florida,

[1407]

University of Southern California, University of Tampere, [1159]

[546]

Boston University,

[1267]

Coventry University,

[1183]

Dassault-Aviation,

[1034]

Ecole Normale Superiore, University of Vaasa,

[1112]

[1064]

[1408]

Ecole Normale Sup´ erieure de Lyon, University of York,

[1389]

total 27 thesis in 26 schools

Electrotechnical Laboratory, Florida Atlantic University,

[1049, 1053]

[534, 646, 769, 775, 1138] [811]

Patents

15

Friedrich-Alexander-Universit¨ at Erlangen-N¨ urnberg, George Mason University,

[288]

Automatic programming device, automatic programming method, and recording medium, [1014]

[280]

Automatic software testing tool, INRIA,

Distributed genetic programming, Institute of Naval Medicine, LGI/IMAG,

Method and apparatus for automated design of complex structures using genetic programming, [1022]

[1279] [266]

Mitsubishi Electric Research Laboratories, Naval Air Warfare Center,

[1037]

Non-linear genetic algorithms for solving problems,

[1425]

[248, 264]

Ohio State University,

[1119]

RST Corporation,

[1429, 1430, 1437]

Santa Fe Institute,

[525, 60, 628, 116, 1102, 127, 128, 1116]

Stanford University,

[554, 640, 1073]

Turku Center for Computer Science (TUCS), University of California at Berkeley,

Non-linear genetic process for data encoding and for solving problems using automatically defined functions, [1104]

[1418]

[1110]

University of Dortmund, [642, 647, 649, 772]

[219] [1033]

University of Rochester, [527] University of Southern California,

[1315]

[1373]

University of Tampere, [1141, 1163, 1206, 1219] University of Vaasa,

Non-linear genetic process for use with co-evolving populations, [1082] Non-linear genetic process for use with plural co-evolving populations, [1083] Problem solving arithmetic device and method introduction concept of state transition, [140] total 15 patents

University of Groningen, [282]

University of Massachusetts,

[169, 1139, 1455]

University of Waterloo, [1313] Universit¨ at Erlangen-N¨ urnberg,

[1076]

Non-linear genetic algorithms for solving problems by finding a fit composition of functions, [1080]

Nijmegen University,

University of Strathclyde,

Method and computer program product for generating a computer program product test that includes an optimized set of computer program product test cases, and method for selecting same, [1362]

[1325]

Naval Research Laboratory,

University of London,

[997]

[1114]

Massachusets Institute of Technology,

[283]

total 63 reports in 37 institutes

4.5

[1361]

[1305, 1007]

Patents

The following list contains the names of the patents of genetic algorithms in computer science. The list is arranged in alphabetical order by the name of the patent. A non-linear genetic algorithms for solving problems, [1092, 1103]

A non-linear genetic process for data encoding and for solving problems using automatically defined functions, [1099]

A non-linear genetic process for problem solving using spontaneously emergent self-replicating and selfimproving entities, [1100] Adaptive problem solving method and apparatus utilizing evolutionary computation techniques, [1392]

16

Genetic algorithms in computer science

Authors

4.6

17

Authors

The following list contains all genetic algorithms in computer science authors and references to their known contributions.

Aaronson, Scott,

Almaini, A. E. A.,

[228]

Avila-Alvarez, M.,

[63]

[985, 1019,

1028] [430]

Alpern, Adam,

[529]

Abbott, Derek,

[23]

Al-Sakran, Sameer H.,

[445, 448]

Abdelwahab, A.,

[1242]

Al-Sultan, K. S.,

[1202]

Abramson, Myriam,

[651]

Altenberg, Lee,

[512, 531]

Adjei, Osei,

[575, 622]

Alvarez, Luis F.,

Aebischer, K.,

[1316, 1317]

Abbass, H. A.,

[362, 962,

964, 968]

Agapow, Paul-Michael, [156, 167] Aggarwal, Charu C.,

[1221]

Agrawal, V. K.,

[304]

Aguilar-Ruiz, Jes´ us S.,

[1308]

Aguirre, Arturo Hern´ andez,

[991]

Ahluwalia, Manu,

[652, 786]

Ahmad, I.,

[14]

Ahmad, Imtiaz,

Amarasinghe, Saman,

[141]

Amphlett, Robert W.,

[1297]

Ampy, Derrick,

[802]

Anacleto, J. C.,

[144]

Andersen, B.,

[1287]

Anderson, Peter G.,

[1149]

Andr´ assyov´ a, Eva,

[241]

Andre, David,

[453, 513, 532, 559, 640, 66, 704, 746, 747, 761, 767, 776, 78, 839, 882, 901, 921, 923, 925, 937, 943, 942, 973, 1000, 1022]

[151, 1294,

1198, 1200]

Ahmad, Ishfaq,

[222]

Ahn, Dae-Young,

[164]

Andrews, Martin,

Ahuja, Sanjay P.,

[142]

Angeline, Peter J.,

Akazawa, Kenzo,

[1004]

Akif, Kamel,

[1402]

[454]

[514, 533, 547, 560, 654, 787, 893, 912, 1031, 1118, 1119]

Anon.,

[401, 1412] [1142]

Aoyama, T.,

[303]

Apetrei, Adriana,

[1153]

Aporntewan, C.,

[104]

Arabas, J.,

[1253]

Aracil, J.,

[676]

Arms, W. Y.,

[246]

Alba Torres, Enrique A., [203]

Arraiz, E.,

[1208]

Aldana Montes, Jos´ e Francisco, [203]

Arslan, T.,

Aldrich, C.,

[818]

Aler, R.,

[1390, 1369, 1391, 1400, 1404, 1312, 1410, 1413, 1347, 782, 1431, 1432, 1357, 1433, 1358, 1380, 1453, 1454, 169, 1139, 1455]

Alaoui, S. M., Alba, Enrico, Alba, Enrique,

[1301] [1416] [1321, 1323,

653, 664]

[157, 159]

Aytekin, T.,

[561]

Baba, N.,

[48]

Babovic, Vladan,

[313, 326,

337, 383]

Backer, Gerriet,

[655]

Backofen, Rolf,

[160]

Bade, S. L.,

[925, 942]

Bae, Youngwhan,

[90]

Baek, Won-Pil,

[805]

Bahn, Hyokyung,

[166]

Bailleux, Olivier,

[36]

Baisch, Ekkehard,

[1349, 1436]

Baker, Ellie,

[1257]

Baker, Philip N.,

[446]

Bal´ atˇ e, Mojm´ır,

[789]

Baldwin, J. F.,

[1010]

Balic, J.,

[794, 220, 932]

Balicki, J.,

[1293]

Ballard, Dana H.,

[495, 527,

539, 562]

Aoki, T.,

Alander, Jarmo T.,

Axmann, Joachim K.,

Balogh, S.,

[750, 928]

Bancroft, C.,

[735]

Banks, S. P.,

[118]

Banzhaf, Wolfgang, 395, 627, 672, 790,

[328, 357, 377, 400, 412, 413, 428, 515, 600, 645, 642, 647, 649, 650, 656, 702, 713, 716, 763, 772, 777, 851, 855, 929, 1036, 1037]

Baozhong, Wang,

[1015]

Baradhi, Ghinwa,

[1377]

[1298]

Baraka, H.,

[1242]

Arunkumar, S.,

[149]

Barclay, Peter J.,

[683]

[952]

Arus, C.,

[677]

Baresel, Andre´ e,

[1399]

Alferink, Steve,

[998]

Ashlock, Dan,

[788, 894]

Barklund, Jonas,

[698]

Allan, V. H.,

[1324]

Ashour, Ashraf F.,

[362]

Barnes, D. P.,

[496]

Allen, E. B.,

[1426, 1350]

Atkin, Marc C.,

Barnholt, J.,

[377]

Barnum, Howard,

[1011]

Baron, C.,

[109]

Bartley, M.,

[1427]

[455, 1032,

1033]

Allen, Edward,

[1441]

Atlan, Laurent, Allison, Andrew G.,

[23]

Allouche, J.-P.,

[81, 86]

[1034, 1035,

1064]

Augustsson, P.,

[388, 399]

18

Genetic algorithms in computer science

Barton, Geoffrey W.,

[595, 626,

Bertram, Robert R.,

[353]

Branke, J¨ urgen,

[286, 1223, 98]

Bessi` ere, Pierre,

[1278, 1279]

Brave, Scott,

[566, 67, 749]

Bettenhausen, Kurt D., [565, 708, 904]

Breunig, Markus M.,

[567]

Bhattacharya, Maumita, [356]

Brezocnik, M.,

[794, 932]

Bhattacharyya, Siddhartha,

Broadhurst, David,

[441, 443, 450]

657, 709, 771, 845]

Bar-Yam, Y.,

[27]

Basanta, David,

[26, 35]

Basart, J. M.,

[1238]

Bassanini, A.,

[1110]

Bastian, A.,

[791, 930, 971]

Basu, A.,

[1348]

Bauer, Eric T.,

[563]

Baum, Eric B.,

[296, 204]

Baxter, Ira D.,

[1446]

Baydar, Cem M.,

[294, 307, 347]

Bazgan, Chistina,

[1179]

Beard, Nick,

[1038, 1117]

Beaumont, Mark A.,

[126]

Becker, Bernd,

[1177]

Bell, Larry,

[786]

Bellaachia, A.,

[1301]

Belmont-Moreno, E.,

[972]

Bengio, Samy,

[457]

Bengio, Yoshua,

[457]

Benini, Luca,

[564]

Bennett, Kristin,

[258]

[320]

Bianchi, Dario,

[285]

Brodsky, Alex,

[25]

Bickel, Arthur S.,

[1039]

Bronkhorst, Erik van,

[662]

Bickel, Riva Wenig,

[1039]

Brooks, Andrew,

[1373]

Bier, Lorraine,

[1446]

Brown, D. R.,

[251]

Billina, S.,

[63]

Brown, Robert D.,

[199, 256]

Billings, S. A.,

[17, 18]

Browne, David G.,

[727]

Bilotta, Eleonora,

[20]

Bruce, Wilker Shane,

[661, 795]

Bruckstein, A. M.,

[1249]

Brudaru, Octav,

[1247]

Brumby, Steven P.,

[385, 998]

Bryant, Bruce D.,

[471]

Bucher, Frank,

[1223]

Buckles, Bill P.,

[465, 195, 991]

Bueno, Paulo M. S.,

[1386]

Bui, Thai,

[796]

Bui, Thang Nguyen,

[1189, 1218]

Bull, David R.,

[1297]

Bull, Larry,

[429]

Bunke, Horst,

[1147, 1151]

Burges, Colin J.,

[1394]

Burgess, C. J.,

[345]

Burkhardt, Diana,

[575, 622] [120]

Bingul, Z.,

[1387]

Biron, Paul V.,

[148]

Bj¨ orkvist, Jerker,

[1418]

Blickle, Tobias,

[458, 660]

Bloch, Jeffrey J.,

[385, 998]

Bluming, Jason,

[463]

Boden, Edward Barnes, [1435] Boden, Edward B.,

[1337]

Bodmann, Bardo E. J., [1148] Boettcher, Stefan,

[1144]

Bennett, III, Forrst H., [370]

Bogner, Robert E.,

[733, 877]

Bennett III, Forrest H., [299, 332, 339,

B¨ ohm, Walter,

[741]

Bojarczuk, Celia C.,

[403]

66, 658, 704, 747, 748, 761, 776, 78, 792, 839, 901, 915, 921, 923, 925, 937, 943, 942, 973, 1000, 1022]

Bensaid, A.,

Bommel, Patrick van,

[189, 248,

249, 264]

[1301]

Bentley, Peter J.,

[26, 35]

Bonabeau, Eric,

[1246]

Burks, A. W.,

Benuskova, L.,

[1282]

Boneh, Dan,

[204]

Busch, J.,

[377]

Benyahia, I.,

[793, 931]

Bonnet, J´ erˆ ome,

[1034, 1035]

Buxton, Bernard,

[681, 757]

Bergholm, Ville,

[24]

Borgelt, K.,

[1440]

Cagnoni, Stefano,

[861]

Bergman, Aviv,

[114, 115]

Borrajo, D.,

[952]

Cai, Wen-Sheng,

[1254]

Bergmann, Neil,

[112]

Bossomaier, Terry,

[103]

Cao, H.,

[989]

Bergstr¨ om, Agneta,

Bostr¨ om, Pointus,

[1418]

Cao, U. J.,

[101]

[293]

Capcarrere, M. S.,

[87]

Berlanga, A.,

[11]

Bot, Martijn C. J.,

[312]

Bernal, A.,

[817]

Boughanem, Mohand,

[275]

Berndt, D. J.,

[1314, 1316,

Bouzerdoum, Abdesselam,

[733, 877]

Bernstein, Herbert J.,

[1154]

Brabazon, Anthony,

[426]

Bradley, Daryl,

[13]

Braind, Henri,

[182]

Brameier, Markus,

[357, 395, 428]

[1011]

666, 723, 768, 862]

Bertoni, Alberto,

Bozkaya, Burcin, [1317, 1420]

Bersano-Begey, Tommaso F., [19]

Caplan, P.,

[246]

Carlson, Susan Elizabeth,

1415]

Berndt, D.,

Capcarrere, Mathieu S., [94]

Carmi, Aviram,

[504, 541]

Carpentieri, Marco,

[19]

Carter, Bob,

[659,

[271]

[1160, 1193,

1267]

Cassen, T.,

[1191]

Authors

19

Catania, V.,

[1332]

Chen, S.-H.,

Cavalieri, J.,

[1457]

Chen, Shu-Heng,

[924]

[323, 435, 725, 728, 774, 779, 781, 784, 870, 907, 908, 918, 919, 1025]

Cavaretta, M. J.,

[979]

Cede˜ no, Walter,

[168]

Chen, Y.,

[989]

Celko, Joe,

[250]

Chen, Yi-Chou,

[394]

Cercone, Nick,

[193]

Cheng, Cleve,

[800]

Cerdan, S.,

[677]

Cheng, Hu,

[163]

Chabrier, Jean-Jacques, [36]

Cheng, J. C. Y.,

[184, 185]

Chan, H.,

[1172, 1182]

Chi, Dong Pyo,

[242]

Chan, Keith C.,

[180]

Chicano, Francisco,

[1416]

Chan, King Choi,

[568]

Chicano, J. Francisco,

[1321, 1323]

Chan, S.,

[1284]

Chidambaran, N. K.,

[934, 980]

Chan, Shu-Park,

[1275, 1276]

Chien, Pei-der,

[1441]

Chandrasekharam, R.,

[1256]

Chiu, Chin Ching,

[235]

Chang, Shih-Fu,

[291]

Chiusano, S.,

[92]

Chang, Soon Heung,

[805]

Chiva, Emmanual,

[41]

Chang, Y. C.,

[257]

Cho, Kyoungwoon,

[166]

Chang, Yu-Jan,

[244]

Cho, Sung Bae,

[958]

Colin, A.,

[785]

Collard, Philippe,

[419, 420,

517, 874]

Collet, P.,

[987]

Collet, Pierre,

[186]

Collins, J. J.,

[936, 933]

Colombetti, Marco,

[49]

Cona, John,

[570]

Conrad, Michael,

[80]

Cooling, J. E.,

[143]

Coon, Brett W.,

[460]

Corcoran, III, Arthur Leo,

Char, K. Govinda,

[832]

Cho, Sung-Bae,

[610]

Charif, Adib,

[604]

Chockalingam, T.,

[149]

Chatterjee, Amitabha,

[1233]

Choenni, S.,

[231]

Chattopadhyay, S.,

[22]

Chongistitvatana, P.,

[663]

Chaudhary, Shahbaz A., [353]

Chongstitvatana, P.,

[629, 935, 104]

Chaudhary, Shahbaz,

[317]

Chopard, Bastien,

[605, 717, 854]

Chaudhri, Omer A.,

[315, 353]

Chuang, Isaac L.,

[1367]

Chaudhry, Peggy E.,

[1157]

Chung, I.,

[1438]

Chaudhry, Sohail S.,

[1157]

Chung, Lewis L.,

[180]

Chaudhuri, P. Pal,

[31]

Clack, C.,

[797]

Chaudhury, Santanu,

[1233]

Claridge, Ela,

Chaudhury, S.,

[1256]

Cheang, Sin Man,

[418]

[1291]

Corne, David,

[982]

Corne, D.,

[233, 240]

Corno, Fulvio,

[1395, 407, 92]

Costa, D.,

[1224]

Cotta, Carlos,

[653, 664]

Cowan, G. S.,

[1368]

Cowan, George S.,

[988]

Cramer, Nichael Lynn,

[1041]

Cranny, T.,

[103]

Cretin, G.,

[571]

Croix, Edward V. de St., [1203] Crosbie, Mark, Cross, Andrew D. J.,

[670, 671]

Chellapilla, K.,

[979, 113]

Chellapilla, Kumar,

[799, 913]

Chen, Gwo-Dong,

[200]

Chen, Haiyan,

[1158]

Chen, H.,

[190]

Chen, J.,

[1351, 1359]

Chen, K.-W.,

[268]

[1140, 1201,

1211, 1220]

Crutchfield, James P.,

[12, 15, 28, 44, 50, 55, 60, 116, 127, 128]

Csukas, B.,

[750, 928]

Cui, Jun,

[252, 253]

Culberson, Joseph,

[1204]

[382, 422,

427, 440, 447]

Cheatham, John B.,

[665]

Clark, Adam,

[569]

Cumani, Gianluca,

[1395]

Clark, David E.,

[325, 256]

Cz´ ar´ an, Tam´ as,

[32]

Clark, J.,

[1385]

Czarnecki, D. A.,

[105]

Clark, John A.,

[281]

Czarnecki, D.,

[113]

Clarke, Sarah J.,

[443]

Czarnowski, I.,

[1304]

Clergue, Manuel,

[419, 420]

Czerwinski, Steven,

[710]

Clote, Peter,

[160]

Daemi, M. F.,

[45]

Cloutier, Jocelyn,

[457]

Daida, Jason M.,

[315, 317, 353, 620, 666, 723, 768, 862, 996]

Coello Coello, Carlos A., [991] Chen, Peng, Chen, Ruey-Shun,

Cogan, Brian,

[343]

Cohen, F.,

[150]

[316]

[631, 726]

[802]

Dain, Robert A.,

[803, 956]

D’Ambrosio, Joseph G., [1341]

[235]

Cohen, Paul R., Chen, S.,

Daida, Jason,

1033]

[455, 1032,

D’Angelo, Donna J.,

[584]

20

Genetic algorithms in computer science

Danielson, Peter,

[461]

Doval, D.,

[165]

Ellis, C.,

Darrell, Trevor,

[483]

Dowdy, Lawrence W.,

[1290]

Ellis, David I.,

[1258] [348, 441,

443, 446, 450]

Das, Arijit,

[31]

Downing, K. L.,

Das, Rajarshi,

[50, 55, 60]

Dracopoulos, Dimitris C.,

Das, Sumit,

[462]

Davidge, Robert,

[1042]

[354] [668, 752,

806, 896]

Drechsler, Nicole,

Davies, Elizabeth,

[1325, 1333]

Davis, Lawrence,

[1167, 621]

Drechsler, Rolf,

[372] [1153, 372,

[391, 807]

Davis, M.,

[274]

Drstvensek, I.,

[220]

Deakin, Anthony G.,

[667, 804]

Dubossarsky, Eugene,

[604]

Deb, Kalyanmoy,

[1244]

Duda, Richard O.,

[369]

Deb, K.,

[1456]

Duffy, J.,

[779, 781] [519]

DeFanti, Thomas A.,

[462]

Dunay, B. D.,

DeJong, R. J.,

[154]

Dunay, Bertrand Daniel, [465, 573, 607]

De Falco, Ivanoe,

[302, 398]

Dunham, B.,

[1048]

De Garis, Hugo,

[83]

Dunlap, Frank,

[901, 923]

Della Cioppa, Antonio, [302, 371, 398] Del Carpio, Carlos Adriel,

[944]

De Stefano, Claudio,

[371]

Dempsey, Ian,

[426]

D’haeseleer, Patrik,

[463, 518]

Dhawan, Atam,

[1162]

Dhodhi, M. K.,

[14]

Dhodhi, Muhammad K.,

[151, 1294,

1198, 1200]

Dianati, Mehrdad,

[1313]

Dunn, Warwick B.,

[446]

Dunning, T.,

[274]

Durdanovic, Igor,

[296]

Durnota, Bohdan,

[494]

Dussa-Zieger, K.,

[1302]

Dworman, Garett,

[669]

Dˇ zeroski, S.,

[520]

Dzeroski, S.,

[466]

Ebara, H.,

[1228]

Dick, Robert P.,

[1355]

Ebeling, Werner,

[1209]

Dick, Scott H.,

[1407]

Eberbach, Eugene,

[809]

Dick, Scott,

[1371]

Ebner, M.,

[1023]

Dick, S.,

[1419]

Edelson, William,

[1245]

Dickinson, Andrew, Dickinson, John,

[464] [734, 1217, [833]

[1206, 1212,

Elsey, J.,

[657]

Emer, Joel,

[830]

Emer, Maria Claudia F. P.,

[1405]

Engel, David,

[576]

Engst, Norbert,

[288]

Eppley, Paul H.,

[1189]

Ercal, Fikret,

[1271]

Erkut, Erhan,

[1154]

Esbensen, Henrik,

[1161, 1173,

1180, 1192]

Escazut, Cathy,

[874]

Eskin, Eleazar,

[984]

Esparcia-Alcazar, Anna J.,

[810]

Esparcia Alc´ azar, Anna I.,

[612, 753]

Essam, D.,

[386]

Evett, Matthew,

[812, 1441]

Evett, M.,

[811]

Eyres, D. E.,

[1384, 1372, 1330, 1374, 1336, 1342, 1356, 1379, 1445]

Fan, Kuo-Chin,

[1170, 1190,

1197, 1235]

Farry, Kristin A.,

[671]

Fasung, J.,

[1282]

Fehr, Gary,

[16]

Feldt, R.,

[953]

Feldt, Robert,

[319, 1008]

Feng, Fang,

[316]

Ferguson, R.,

[1334]

Edmonds, A. N.,

[575, 622]

Ehrenburg, Herman,

[1205]

Ferland, Jacques A.,

[1181, 1213]

´ Eiben, Agoston E.,

[1225, 1236]

Fern´ andez, Francisco,

[298]

[1199]

Fernandez, Francisco,

[406]

Fernandez, Jaime J.,

1044]

Dill, K. M.,

[1259]

Eloranta, Timo, 1219]

1177]

Droste, Stefan,

Elmer, B. S.,

Dillon, Thomas,

[572]

´ Eiben, Agoston,

Dimopoulos, C.,

[344, 983]

Eick, C. F.,

[218, 974]

Ding, Yongsheng,

[111]

Eick, Christoph F.,

[724]

Diplock, G.,

[751]

Eickhoff, G. A.,

[996]

Doan, Chau M.,

[723]

Ek´ art, Anik´ o,

[986]

Fernandez-de-Vega, F., [350]

Dolado, J. Javier,

[1364]

Eklund, Sven E.,

[389]

Fern´ andez-de-Vega, F., [405]

Dolin, Brad,

[370, 397]

El-Fakih, Khaled,

[1354]

Ferrer, Gabriel J.,

[578]

Dorigo, Marco,

[1246, 982]

ElGindy, Hossam,

[1286]

Ferris, Michael C.,

[258]

Dosi, G.,

[1110]

Elliman, D. G.,

[45]

Fiorito, N.,

[1332]

[577, 670,

671, 941]

Fernandez, T.,

[811]

Fernandez, Thomas,

[442, 812]

Authors

Fisher, J.,

21

[1314, 1316,

Fuller, Stephanie R.,

[826]

Glen, Robert C.,

[199, 256]

Furtado, Jo˜ ao Carlos,

[1239]

Glevarec, P.,

[571]

Furuta, Shige,

[374]

Glover, Fred,

[982]

Furuya, Tatsumi,

[1136]

Gloy, Nikolas,

[830] [1406]

1317]

Flann, Nicholas S., Fleming, P. J.,

[685, 826] [867, 957,

1009]

Flerackers, Eddy,

[431]

Galarce, Carlos E.,

[254, 255]

Godefroid, Patrice,

Fleurent, Charles,

[1181, 1213]

Galassi, Mark,

[385]

Goel, Narendra,

[188]

Flight, John,

[813]

Gall, A. Le,

[1258]

Gofman, Yossi,

[707]

Gallagher, Anthony,

[310]

Gold, S¨ onke-Sonnich,

[288]

Gamble, Rose,

[682]

Goldberg, Robert,

[107]

Gammack, John G.,

[252, 253]

Goldfish, Andrew,

[675]

Ganguly, Niloy,

[31]

Gao, Zongyi,

[1421]

Gonzalez, Fermin,

Garces-Perez, Jaime,

[673]

Gonz´ alez-Yunes, A.,

Fogarty, Terence C.,

[652, 1344, 1345, 786, 1427, 110, 252, 253]

Folino, Gianluigi,

[408]

Fonlupt, Cyril,

[409]

Ford, Gary P.,

[1260]

Forrest, Stephanie,

[1300]

Forsyth, Richard S.,

[1045, 1046]

Foster, James A.,

[352, 734, 1217, 878, 1240, 961, 967, 1457]

G´ omez-Ram´ırez, E.,

[985, 1019,

1026, 1028]

Garcia, O. N.,

[574]

Garcia, Oscar N.,

[847]

[434] [985, 1019,

1028]

Goodacre, Royston,

[348, 441,

443, 450, 864]

Fotouchi, Farshad,

[188]

Garcia, Santi,

[434]

Goodman, Erik D.,

[1421, 721]

Fotouchi, F.,

[254]

Gargano, Michael L.,

[1245]

Gordillo, F.,

[676, 817]

Fox, Geoffrey C.,

[1289]

Garis, Hugo de,

Gordon, Benjamin M.,

[456]

Gordon, Michael,

[277, 278]

Gottesman, Daniel,

[1367]

Gounares, Alexander,

[1392]

Graham, Paul S.,

[1338]

Gray, Alexander G.,

[1018]

Gray, G. J.,

[754, 815]

Francone, Frank D.,

[645, 642,

656, 672, 777, 929]

[47, 42, 51, 522, 537, 544, 53, 54, 62, 586, 1133, 1134, 1135, 1136, 1137, 1138, 136, 137, 138]

Franguiadakis, Terry,

[462]

Garnica, A. O.,

[64]

Fraser, A. P.,

[467, 469, 496]

Garnica, O.,

[82]

Frazer, J. H.,

[1264]

Garrett, Charles,

[204]

Freisleben, Bernd,

[1241]

Gathercole, Chris,

Freitas, A. A.,

[144]

Freitas, Alex A.,

[341, 403,

404, 814]

Frenzel, J., Freyer, S.,

[1457] [949]

[468, 674,

895, 897, 939]

Gaylord, Richard J.,

[68]

Gray, H. F.,

[677, 820]

Geffroy, J. -C.,

[109]

Greeff, D. J.,

[818]

Green, David G.,

[57]

Green, D.,

[1016]

Gen, Mitsuo,

[1226, 1248,

1250]

[565, 708, 904]

George, Harry G.,

[1375]

[1047, 1048]

George, R.,

[205]

Frieder, O.,

[1301]

George, Roy,

[211]

Frieder, Ophir,

[226, 279, 280]

Gerber, J.-P.,

[1353]

Fuchs, Dirk,

[844]

Gers, F.,

[83]

Fuchs, Marc,

[844]

Geyer-Schulz, Andreas, [741, 816]

Fuchs, Mathias,

[903]

Ghanea-Hercock, R.,

Freyer, Stephan, Friedberg, R. M.,

[469]

Greenwood, Garrison W., Grefenstette, John J.,

[1341] [1329, 1425,

1382, 117, 1383]

Gregory, M.,

[232]

Grigni, Michelangelo,

[1144]

Grimes, C. A.,

[579]

Gritz, Larry,

[580, 819]

Grocholewska-Czurylo, A.,

[69]

Fuchs, Matthias,

[844]

Ghazfan, Desra,

[145]

Fueten, Frank,

[331]

Gheorghies, Ovidiu,

[1153]

Fujii, N.,

[963]

Gibbs, Jonathan,

[692]

Groß, Hans-Gerhard,

[1396]

Fujiki, Cory,

[1044]

Gibbs, W. Wayt,

[739]

Große, Daniel,

[372]

Fujimoto, Y.,

[946]

Gibson, Gary M.,

[155]

Gross, Hans-Gerhard,

[1388, 1445]

Fujimoto, Yoshiji,

[300]

Gilbert, Richard J.,

[864]

Gross, H.-G.,

[1384]

Fukuda, T.,

[1001]

Glaser, H.,

[927]

Grover, Lov K.,

[214]

Grochtmann, M.,

[1428, 1439,

1442]

22

Genetic algorithms in computer science

Не я один его ищу. Американская разведка тоже идет по следу. Они, вполне естественно, хотят предотвратить распространение Цифровой крепости, поэтому послали на поиски ключа человека по имени Дэвид Беккер.

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