A simulation based fly optimisation algorithm for swarms of mini autonomous surface vehicles application

Zainal Abidin, Zulkifli (2011) A simulation based fly optimisation algorithm for swarms of mini autonomous surface vehicles application. Indian Journal of Geo Marine Sciences , 40 (2). pp. 250-266. ISSN 03795136

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Abstract

Present paper intends to provide a detailed description of a new bio-inspired Metaheuristic Algorithm. Based on the detailed study of the Drosophila, the flowchart behaviour for the algorithm, code implementation, methodologies and simulation analysis, a novel Fly Optimization Algorithm (FOA) approach is presented. The optimal simulation parameters can be used for the real application. FOA is suitable for applications that need a small number of agents; in the range of 8 to 24 only. The objective of the simulation is to understand the effect of the algorithm parameter on searching pattern strategy, as well as the possibility and the effectiveness of the proposed technique for the Swarm of mini Autonomous Surface Vehicles' (ASVs) application.

Item Type:	Article (Journal)
Additional Information:	4516/35400
Uncontrolled Keywords:	Metaheuristic; Fly Optimization Algorithm; Drosobots; Drosophila
Subjects:	T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices > TK7885 Computer engineering
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button):	Kulliyyah of Engineering > Department of Mechatronics Engineering
Depositing User:	ZULKIFLI ZAINAL ABIDIN
Date Deposited:	07 Feb 2014 09:22
Last Modified:	07 Feb 2014 09:22
URI:	http://irep.iium.edu.my/id/eprint/35400

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