Using the Bees Algorithm to solve a stochastic optimisation problem

Pham, Duc Truong, Negm, M. A. and Otri, Sameh 2008. Using the Bees Algorithm to solve a stochastic optimisation problem. Presented at: 4th International Virtual Conference on Intelligent Production Machines and Systems (IPROMS 2008), Dunbeath, Scotland, 2008.

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Abstract

This paper describes the use of the Bees Algorithm to handle a stochastic optimisation problem. A new fitness evaluation method based on computing the average fitness value for each bee over a number of trials rather than the value for a single trial. This enables the algorithm to be applied to situations where the fitness value changes even when the location visited by a bee remains the same. The application studied in this paper involved setting the parameters for the Ant Colony System algorithm to facilitate the solution of a Travelling Salesman Problem

Item Type:	Conference or Workshop Item (Paper)
Date Type:	Completion
Status:	Unpublished
Schools:	Social Sciences (Includes Criminology and Education)
Subjects:	H Social Sciences > H Social Sciences (General)
Related URLs:	Organisation
Last Modified:	20 Oct 2017 09:02
URI:	https://orca.cardiff.ac.uk/id/eprint/22335

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