Crossover and bloat in the functionality model of enzyme genetic programming

25 June 2003

conference paper
Published by Institute of Electrical and Electronics Engineers (IEEE)

Vol. 1, 986-991
https://doi.org/10.1109/cec.2002.1007059

Abstract

The functionality model is a new approach in enzyme genetic programming which enables the evolution of variable length solutions whilst preserving local context. This paper introduces the model and presents an analysis of crossover and the evolution of program size.

Keywords

BIOCHEMISTRY
GENETIC PROGRAMMING
EVOLUTION (BIOLOGY)
INDEPENDENT COMPONENT ANALYSIS
BIOLOGICAL SYSTEM MODELING
BIOLOGICAL INFORMATION THEORY
GENETIC ENGINEERING
CONTEXT MODELING
TOPOLOGY
SIZE CONTROL

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On the nature of two-bit multiplier landscapes
Published by Institute of Electrical and Electronics Engineers (IEEE) ,2003
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Published by Institute of Electrical and Electronics Engineers (IEEE) ,2002
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