al-Rifaie, Mohammad Majid; Bishop, Mark (J. M.) and Blackwell, Tim. 2012. Resource Allocation and Dispensation Impact of Stochastic Diffusion Search on Differential Evolution Algorithm. Nature Inspired Cooperative Strategies for Optimisation, Studies in Computational Intelligence, 387, pp. 21-40. ISSN 1860-949X [Article]

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Abstract or Description

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

Item Type:	Article
Identification Number (DOI):	https://doi.org/10.1007/978-3-642-24094-2_2
Departments, Centres and Research Units:	Computing
Dates:	Date Event 2012 Published
Item ID:	6630
Date Deposited:	05 Mar 2012 08:54
Last Modified:	12 Oct 2023 13:17
Peer Reviewed:	Yes, this version has been peer-reviewed.
URI:	https://research.gold.ac.uk/id/eprint/6630

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