Management agent for search algorithms with surface optimization applications

Authors:
Jukkrit Kluabwang;Deacha Puangdownreong;Sarawut Sujitjorn
Affiliations:
School of Electrical Engineering, Institute of Engineering, Suranaree University of Technology, Nakorn Ratchasima, Thailand;Department of Electrical Engineering, Faculty of Engineering, South-East Asia University, Bangkok, Thailand;School of Electrical Engineering, Institute of Engineering, Suranaree University of Technology, Nakorn Ratchasima, Thailand
Venue:
WSEAS Transactions on Computers
Year:
2008

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Abstract

This paper presents a management approach applied to search algorithms to achieve more efficient search. It acts as a management agent to a core search unit, in which the Adaptive Tabu Search (ATS) has been applied. The proposed management agent composes of partitioning mechanism (PM), sequencing method (SM), and discarding mechanism to speed up the search. It has been tested against Bohachevsky's, Rastrigin's and Shekel's foxholes functions, respectively, for surface optimization. The paper gives a review of the ATS, detailed explanations of the PM, SM, and DM, respectively. Comparison of the optimization results are elaborated.