From Intraspecific Learning to Interspecific Evolution by Genetic Programming

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概要

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• Spatial dynamic pattern formations or trails by organisms attract us, which remind us chaos and fractal. They seem to show the emergence of co-operation, job separation, or division of territories when genetic programming controls the reproduction, mutation, crossing over of the organisms. Recent research in social insect behavior suggests that swarm intelligence comes from pheromone or chemical trails, and models based on self-organization can help explain how colony-level behavior emerges out of interactions among individual insects. We try to explain the co-operative behaviors of social insect by means of density of organisms and their interaction with environment in simple simulations. We also study that MDL-based fitness evaluation is effective for improvement of generalization of genetic programming. At last, interspecific and intraspecific mathematical models are examined to expand our research into interspecific evolution.

• 一般社団法人電子情報通信学会の論文
• 2002-01-01

著者

• Yoshida Akira

  The Nara Institute Of Science And Technology Graduate School Of Information Science

関連論文

• From Intraspecific Learning to Interspecific Evolution by Genetic Programming

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