It is based on experimental design method in exploring the solution space that compensates the random search as in traditional genetic algorithm. By replacing ...
Abstract. Recently, the methodologies of multi-parent crossover have been developed by performing the crossover operation with multi-parent.
EXTENDED ABSTRACT. In genetic algorithm, the most commonly used recombination operator involves two parents to produce offspring. A few attempts to study ...
Here a new crossover operator has been proposed by integrating multi-parent crossover with the approach of experimental design. It is based on experimental ...
Apr 14, 2003 · It is based on experimental design method in exploring the solution space that compensates the random search as in traditional genetic algorithm ...
The aim of this paper is to propose a new framework which enhances the population diversity by using the removal of the redundant solutions.
Abstract We investigate genetic algorithms where more than two parents are involved in the recombination operation. We introduce two multi-parent ...
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Jan 19, 2015 · The multiparents crossover operator known as extended precedence preservative crossover (EPPX) is able to recombine more than two parents to ...
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The uniform crossover, occurrence-based crossover, fitness-based crossover, and diagonal crossover are considered as multi-parent crossover operators.
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An Analysis of the Effectiveness of Multi-parent Crossover
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Oct 22, 2024 · This paper proposes a new fitness based scanning multi-parent crossover operator for genetic algorithms. The new operator seeks out the ...