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A Taxonomy of Control Schemes for Genetic Code Growth

. (20 July 1997)Position paper at the Workshop on Evolutionary Computation with Variable Size Representation at ICGA-97.

Abstract

One important issue in evolutionary computation with variable size representation is the control of code growth. This paper identifies four distinctive forms of parsimony pressure useful for growth control. A taxonomy of control schemes is presented which provides a guideline for the comparison of existing methods and the development of novel methods. Based on a taxonomical analysis of widespread methods we suggest some promising areas of further research. 1 Introduction In evolutionary...

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