June 26 - 30, 2004
Saturday to Wednesday
Seattle, Washington, USA

 

 

Session:

SOE - Self-Organization on Representations for Genetic and Evolutionary Algorithms

Title:

Implementation of a Prototypal Simulator for a Formal Model Based on Pattern Matching and Recombination

   

Authors:

Kazuto Tominaga

   

Abstract:

We implemented a prototypal simulator for a formal model based on pattern matching and recombination, which is a variation of artificial chemistries. The model was designed to capture the properties of complex systems, including those that show self-organizing behavior. The simulator is implemented in Ruby, an object-oriented programming language. The development of the software showed that reducing the number of recombination possibilities by aggregating molecules of the same type contributes to a large performance improvement.

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