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. © 2011 Springer-Verlag Berlin Heidelberg.
CITATION STYLE
Al-Rifaie, M. M., Bishop, J. M., & Blackwell, T. (2011). Resource allocation and dispensation impact of stochastic diffusion search on differential evolution algorithm. In Studies in Computational Intelligence (Vol. 387, pp. 21–40). https://doi.org/10.1007/978-3-642-24094-2_2
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