Adaptation using hybridized genetic crossover strategies

Details Adaptation using hybridized genetic crossover strategies Adaptation using hybridized genetic crossover strategies

2002-10-22

arxiv.org/abs/cond-mat/0210500v1

Physica A 322, 701 (2003)

Physics

Condensed Matter

Statistical Mechanics

4 pages, 4 eps figures. Uses REVTeX

Scientific paper

10.1016/S0378-4371(02)01827-7

We present a simple game which mimics the complex dynamics found in most natural and social systems. Intelligent players modify their strategies periodically, depending on their performances. We propose that the agents use hybridized one-point genetic crossover mechanism,inspired by genetic evolution in biology, to modify the strategies and replace the bad strategies. We study the performances of the agents under different conditions and investigate how they adapt themselves in order to survive or be the best, by finding new strategies using the highly effective mechanism we proposed.

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