Title :
Crossover and bloat in the functionality model of enzyme genetic programming
Author :
Lones, Michael A. ; Tyrrell, Andy M.
Author_Institution :
Dept. of Electron., York Univ., UK
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 :
genetic algorithms; crossover; enzyme genetic programming; functionality model; genetic algorithm; genotype evolution; mutation; Biochemistry; Biological information theory; Biological system modeling; Context modeling; Evolution (biology); Genetic engineering; Genetic programming; Independent component analysis; Size control; Topology;
Conference_Titel :
Evolutionary Computation, 2002. CEC '02. Proceedings of the 2002 Congress on
Conference_Location :
Honolulu, HI
Print_ISBN :
0-7803-7282-4
DOI :
10.1109/CEC.2002.1007059
