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Sources of Information about the Field of Genetic Programmin |
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The technique of genetic programming (GP) is one of the techniques of the field of genetic and evolutionary computation (GEC) which, in turn, includes techniques such as genetic algorithms (GA), evolution strategies (ES), evolutionary programming (EP), grammatical evolution (GE), and machine code (linear genome) genetic programming.
- 16 authored books, 4 videos, and 4 edited books on genetic programming (GP), including 6 books in the Genetic Programming Book series from Kluwer Academic Publishers (as part of the bigger list of 73 authored books, 32 edited books, and 4 videos on genetic and evolutionary computation).
- 17 conference proceedings books on genetic programming (GP), includingthe 3 annual GP conferences, 5 annual GECCO conferences (that now include the annual GP conference), 6 annual Euro-GP conferences, the 2003 Genetic Programming Theory and Practice workshop (GPTA), the 1995 AAAI Symposium on Genetic Programming, and the 1995 Workshop on Genetic Programming (as part of a bigger list of 99 conference proceedings books on evolutionary computation).
- 3,440 published papers on genetic programming (as of November 28, 2003) in a searchable bibliography (with many on-line versions of papers) by over 880 authors maintained by William Langdon’s and Steven M. Gustafson
- Over 4,000 published papers on evolutionary computationin a searchable bibliography maintained by Karsten Weicker and Nicole Weicker containing entries on genetic and evolutionary computation and related areas (e.g. artificial life).
- About two dozen conferences with Published Proceedings that are held regularly in the field of genetic programming and genetic and evolutionary computation (GEC)
- 2004 awards for human-competitive results (based on presentations at the GECCO-2004 conference in Seattle on June 27, 2004).
- E-Mail Mailing List on Genetic Programming, the EC-Digest (formerly the GA-Digest), and other mailing lists.
- Genetic Programming and Evolvable Machines journal (published by Kluwer Academic Publishers and edited by Wolfgang Banzhaf) (started January 2000). This journal is available as part of membership in the International Society for Genetic and Evolutionary Computation (ISGEC)
- Evolutionary Computation journal (published by The MIT Press and edited by Marc Schoenauer). This journal is available as part of membership in International Society for Genetic and Evolutionary Computation (ISGEC)
- IEEE Transactions on Evolutionary Computation journal (published by IEEE Neural Network Society and edited by Xin Yao)
- Software for genetic programming, genetic algorithms, and other evolutionary computation techniques, including the "Little LISP" Computer Code for Genetic Programming as Contained in 1992 book Genetic Programming (Koza 1992)
- 37 completed Ph.D. theseson genetic programming
- 58 students working on thesisinvolving genetic programming
- A partial list of people compiled by Bill Langdon who are active in genetic programming
- International Society for Genetic and Evolutionary Computation (ISGEC). ISGEC is the only membership organization in the field of genetic and evolutionary computation. It operates of the annual GECCO conference (largest conference in the field of genetic and evolutionary computation) and the biannual FOGA conference.
- Evo-Net —The Network of Excellence in Evolutionary Computation (an extensive clearinghouse of information about the field of genetic and evolutionary computation and operator of the annual Euro-GP conferences and the Evo-Net workshops)
- The GA Archives, including back issues of the GA-Digest and EC-Digest, genetic algorithm code in various programming languages, an extensive list of conference announcements in the field of genetic and evolutionary computation, etc.
- Book series of genetic programmingfor Kluwer Academic Publishers book series on genetic programming, edited by John R. Koza
- Book series on genetic algorithms and evolutionary computation from Kluwer Academic Publishers, edited by David E. Goldberg.
- Courses (and short courses) at various universities on genetic algorithms, genetic programming, and evolutionary computation
- For information about John Koza’s course on genetic algorithms and genetic programming at Stanford University
- 11 Books of Student Papersfrom John Koza's Courses at Stanford University on genetic algorithms and genetic programming and artificial life
- 6 Course Readersfrom John Koza's courses at Stanford University on genetic algorithms and genetic programming and artificial life
- John Koza's home page at Stanford University
- For information about the 1992 book Genetic Programming: On the Programming of Computers by Means of Natural Selection, the 1994 book Genetic Programming II: Automatic Discovery of Reusable Programs, the 1999 book Genetic Programming III: Darwinian Invention and Problem Solving, and the 2003 book Genetic Programming IV: Routine Human-Competitive Machine Intelligence. Click here to read chapter 1 of Genetic Programming IV book (2003) in PDF format.
- 36 human-competitive results produced by genetic programming, including21 previously patented inventions replicated by genetic programming and 2 patentable new inventions generated by genetic programming.
- Link to http://www.genetic-programming.COM (“genetic-programming.COM” WITH the hyphen) (Genetic Programming Inc.) including information about 1,000-Pentium parallel computer for doing genetic programming research.
- Jobs for scientific research programmer at Genetic Programming Inc.
- Link to Jaime Fernandez’s genetic programming notebook site (“geneticprogramming.com” WITHOUT the hyphen)
- David Beasley’s Frequently Asked Questions about genetic and evolutionary computation. This comes in 6 parts. Part 2 has a summary of the different types of genetic and evolutionary computation.
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