John Koza Trabalhos de Koza (inglês) | Ligações externas | Menu de navegaçãoHomepageAn extensive list of Koza's worksInterview with John KozaPopular Science article about John Koza's Invention Machine

Cientistas da computação dos Estados Unidos


cientista da computaçãoprofessorUniversidade de Stanfordprogramação genéticaCiência da ComputaçãoUniversidade de MichiganclusterBeowulfPentium IIDEC Alpha




John R. Koza é um cientista da computação e professor consultor na Universidade de Stanford, reconhecido pelo uso pioneiro de programação genética para otimização de problemas complexos. Koza é co-fundador da Scientific Games Corporation, empresa que desenvolve sistemas utilizados por loterias estaduais americanas. Koza obteve o título de doutor em Ciência da Computação pela Universidade de Michigan em 1972. O título de sua tese foi "On Inducing a Non-Trivial, Parsimonious Grammar for a Given Sample of Sentences".


John Koza tem sua própria empresa, Genetic Programming Inc. Para suas pesquisas, utiliza um cluster Beowulf com 1000 nós, formado por processadores Pentium II e DEC Alpha.



Trabalhos de Koza (inglês) |


  1. Koza, J.R. (1990). Genetic Programming: A Paradigm for Genetically Breeding Populations of Computer Programs to Solve Problems, Stanford University Computer Science Department technical report STAN-CS-90-1314 (http://www.genetic-programming.com/jkpdf/tr1314.pdf). A thorough report, possibly used as a draft to his 1992 book.

  2. Koza, J.R. (1992). Genetic Programming: On the Programming of Computers by Means of Natural Selection, MIT Press. ISBN 0-262-11170-5

  3. Koza, J.R. (1994). Genetic Programming II: Automatic Discovery of Reusable Programs, MIT Press. ISBN 0-262-11189-6

  4. Koza, J.R.; Goldberg, David; Fogel, David; & Riolo, Rick, (Eds.) (1996). Genetic Programming 1996: Proceedings of the First Annual Conference (Complex Adaptive Systems), MIT Press. ISBN 0-262-61127-9

  5. Koza, J.R.; Deb, K.; Dorigo, M.; Fogel, D.; Garzon, M.; Iba, H.; & Riolo, R., (Eds.) (1997). Genetic Programming 1997: Proceedings of the Second Annual Conference, Morgan Kaufmann. ISBN 1-55860-483-9

  6. Koza, J.R.; & Others (Eds.)(1998). Genetic Programming 1998, Morgan Kaufmann Publishers. ISBN 1-55860-548-7

  7. Koza, J.R.; Bennett, F.H.; Andre, D.; & Keane, M.A. (1999). Genetic Programming III: Darwinian Invention and Problem Solving, Morgan Kaufmann. ISBN 1-55860-543-6

  8. Koza, J.R.; Keane, M.A.; Streeter, M.J.; Mydlowec, W.; Yu, J.; & Lanza, G. (2003). Genetic Programming IV: Routine Human-Competitive Machine Intelligence, Springer. ISBN 1-4020-7446-8


Ligações externas |


  • Homepage

  • An extensive list of Koza's works

  • Interview with John Koza

  • Popular Science article about John Koza's Invention Machine


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