Performance assessment of search management agent under asymmetrical problems and control design applications

Authors:
Jukkrit Kluabwang;Deacha Puangdownreong;Sarawut Sujitjorn
Affiliations:
School of Electrical Engineering, Institute of Engineering, Suranaree University of Technology, Nakhon 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, Nakhon Ratchasima, Thailand
Venue:
WSEAS Transactions on Computers
Year:
2009

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Abstract

The article presents the performance evaluation of the management agent (MA) containing the adaptive tabu search (ATS) as its search core. In particular, asymmetrical surface optimization problems have been considered. It has been found that symmetrical property of the problems has a significant effect on search performance of the ATS, but MA(ATS). As an average, the MA(ATS) is about 2 times faster than the ATS under both symmetrical and asymmetrical problems. The article also gives reviews on the ATS and the MA(ATS) algorithms. An application on controller design for a coupled system with three-degree-of-freedom is also elaborated.