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Resource Allocation and Dispensation Impact of Stochastic Diffusion Search on Differential Evolution Algorithm

al-Rifaie, Mohammad Majid; Bishop, Mark (J. M.) and Blackwell, Tim M.. 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):

10.1007/978-3-642-24094-2_2

Departments, Centres and Research Units:

Computing

Dates:

DateEvent
2012Published

Item ID:

6630

Date Deposited:

05 Mar 2012 08:54

Last Modified:

20 Jun 2017 09:41

URI: http://research.gold.ac.uk/id/eprint/6630
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