Alternate document:   Details   Automatic Creation of both the Topology and Parameters for a Robust Controller by Means of Genetic Programming (99) John R. Koza,

Alternate document:   Details   Automatic Synthesis of both the Topology and Parameters for a Robust Controller for a Non-Minimal Phase Plant and a Three-Lag Plant by Means of Genetic Programming John R. Koza, Forrest H Bennett III, et al. Automatic Synthesis of both the Topology and Parameters for a Robust Controller for a Non-Minimal Phase Plant and a Three-Lag

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Automatic Creation of Human-Competitive Computer Programs by Means of Genetic Programming (1999)  (Make Corrections)  
John R. Koza, et al.
Proceedings of the 1999 IEEE International Symposium on Intelligent Control, Intelligent Systems, and Semiotics



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Abstract: Genetic programming is an automatic method for creating a computer program to solve a problem. This paper first reviews various instances where genetic programming has previously produced human competitive results and then presents new human-competitive results involving the automatic synthesis of the design of both the parameter values and the topology (i.e., the control law) for controllers. The genetically evolved controllers are better than published controllers designed by experts in... (Update)

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BibTeX entry:   (Update)

@inproceedings{ koza99automatic,
    author = "John R. Koza and Martin A. Keane and Forrest H {Bennett {III}} and Jessen Yu and William Mydlowec and Oscar Stiffelman",
    title = "Automatic creation of both the topology and parameters for a robust controller by means of genetic programming",
    booktitle = "Proceedings of the 1999 {IEEE} International Symposium on Intelligent Control, Intelligent Systems, and Semiotics",
    pages = "344--352",
    year = "1999",
    url = "citeseer.ist.psu.edu/koza99automatic.html" }
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