Differential Evolution Using Enhanced Mutation Strategy Based on Random Neighbor Selection
Muhammad Hassan Baig,
Qamar Abbas,
Jamil Ahmad
et al.
Abstract:Symmetry in a differential evolution (DE) transforms a solution without impacting the family of solutions. For symmetrical problems in differential equations, DE is a strong evolutionary algorithm that provides a powerful solution to resolve global optimization problems. DE/best/1 and DE/rand/1 are the two most commonly used mutation strategies in DE. The former provides better exploitation while the latter ensures better exploration. DE/Neighbor/1 is an improved form of DE/rand/1 to maintain a balance between… Show more
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