Resource Allocation and Dispensation Impact of Stochastic Diffusion Search on Differential Evolution Algorithm
نویسندگان
چکیده
This work details early research aimed at applying the powerful resource allocation mechanism deployed in Stochastic Diffusion Search (SDS) to the Differential Evolution (DE), effectively merging a nature inspired swarm intelligence algorithm with a biologically inspired evolutionary algorithm. The results reported herein suggest that the hybrid algorithm, exploiting information sharing between the population, has the potential to improve the optimisation capability of classical DE.
منابع مشابه
Information sharing impact of stochastic diffusion search on differential evolution algorithm
This work details the research aimed at applying the powerful resource allocation mechanism deployed in Stochastic Diffusion Search to the Differential Evolution, effectively merging a nature inspired swarm intelligence algorithm with a biologically inspired evolutionary algorithm. The results reported herein suggest that the hybrid algorithm, exploiting information sharing between the populati...
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