Logo
Logo

Goldsmiths - University of London

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]

No full text available

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
Item ID: 6630
Date Deposited: 05 Mar 2012 08:54
Last Modified: 06 Jun 2016 13:30
URI: http://research.gold.ac.uk/id/eprint/6630
Edit Record Edit Record (login required)