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Computer Science: Diploid GA with Real-valued vs. Binary-coded Recombination Operator in Diploid Genetic Algorithm

 

Diploid GA with Real-valued vs. Binary-coded Recombination Operator in Diploid Genetic Algorithm

Bara'a Ali Attea 
Department of Computer Science, College of Science, University of Baghdad. Baghdad-Iraq

Abstract

Different evolutionary algorithms based on real coding have been presented for tracking parameter optimization problems. They include evolution strategies (ESs), and real-coded genetic algorithms (RCGAs). As the power of the GAs arises from their recombination (crossover) operator, and it may be considered to be one of the components to be borne in mind to improve the GA's behavior, researchers on evolutionary algorithms considered a new class of recombination operators- called real-valued recombination operators. In this paper, we examine the effect of real-valued recombination operator in diploid genetic algorithm, comparing its results with that of diploid genetic algorithm using bit-coding recombination operators.



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