|Autors: DESHPANDE,A., KELKAR,R.|
Title: ADVANCED GENETIC OPERATORS AND TECHNIQUES -AN ANALYSIS OF DOMINANCE & DIPLOIDY,REORDERING OPERATOR IN GENETIC SEARCH
Keywords: Advanced Genetic operators and Techniques, Dominance&Diploidy, Schema, Physical Schema, Expressed Schema, Binary String, Population, Probability
Abstract: The paper explains use of low level advanced Genetic Algorithm operator DOMINANCE & DIPLOIDY for getting new binary string structure in terms of heterozygous or homozygous expression of dominated & recessive alleles. It also highlights role of schema representation (physical schema and expressed schema) on population size, as an attempt to improve upon the robustness of simple GA’s. The paper has demonstrated numerically pattern of selection of dominant and recessive alleles. It has suggested numerically the probability of gene movement and gene disruption for various REORDERING OPERATORS LIKE INVERSION, CYCLE CROSSOVER, and order crossover etc. Theory of reordering operator is tested and verified upon string / schema representation. Thus the paper aims to analyze the advanced genetic operators and techniques in GA search.
Вид: публикация в национален форум