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Genetic Programs and Co-Evolution  (Make Corrections)  
Developing robust general purpose controllers using local mating in two...



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Abstract: A co-evolutionary approach for developing programs for controlling a very simple "robot-like" simulated vehicle is presented. The main goal is to find programs that can generalize and solve other similar problems. Good results are achieved by coevolving the test cases and the simulated vehicles and using locality in both the reproduction and evaluation phases. The fitness of a controller is determined by its performance in competition with its neighbours in the test case population. The... (Update)

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BibTeX entry:   (Update)

@misc{ general-genetic,
  author = "Developing Robust General",
  title = "Genetic Programs and Co-Evolution",
  url = "citeseer.ist.psu.edu/468468.html" }
Citations (may not include all citations):
1931   Adaptation in Natural and Artificial Systems (context) - Holland - 1975
205   Co-evolving parasites improves simulated evolution as an opt.. (context) - Hillis - 1992
128   Genetic Programming: On the Programming of Computers by Natu.. (context) - Koza - 1992
86   Evolutionary phenomena in simple dynamics (context) - Lindgren - 1992
72   The evolution of mental models (context) - Teller - 1994
43   Tracking the Red Queen: Measurements of adaptive progress in.. - Cliff, Miller - 1995
24   The coevolution of automata in the repeated Prisoner's Dilem.. (context) - Miller - 1989
20   Evolutionary dynamics of spatial games (context) - Lindgren, Nordahl - 1994
18   Cooperation and community structure in artificial ecosystems (context) - Lindgren, Nordahl - 1994
14   the capability of finite automata in 2 and 3 dimensional spa.. (context) - Blum, Sakoda - 1977
2   This article was processed using the L A T E X macro package.. (context) - Van Valen, evolutionary - 1973
2   Evolution of corridor following in a noisy world (context) - Reynolds - 1994

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