Multipath Adaptive Tabu Search for a Vehicle Control Problem
Tabu search has become acceptable worldwide as one of the most efficient intelligent searches applied to various real-world problems. There have been different modifications made to the generic tabu search in recent years to achieve better performances. Among those reviewed in the introduction of th...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Wiley
2012-01-01
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| Series: | Journal of Applied Mathematics |
| Online Access: | http://dx.doi.org/10.1155/2012/731623 |
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| _version_ | 1832568107663622144 |
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| author | Jukkrit Kluabwang Deacha Puangdownreong Sarawut Sujitjorn |
| author_facet | Jukkrit Kluabwang Deacha Puangdownreong Sarawut Sujitjorn |
| author_sort | Jukkrit Kluabwang |
| collection | DOAJ |
| description | Tabu search has become acceptable worldwide as one of the most efficient intelligent searches applied to various real-world problems. There have been different modifications made to the generic tabu search in recent years to achieve better performances. Among those reviewed in the introduction of this paper, the adaptive tabu search (ATS) has incorporated the backtracking and the adaptive search radius mechanisms that help accelerate the search and release it from a local solution lock. The paper explains an enhancement made to the ATS to accomplish multipath ATS (MATS) algorithms. Performances of the ATS and the MATS are evaluated using surface optimization problems, and results are presented in the paper. Finally, the MATS is applied to solve a real-world vehicle control problem. |
| format | Article |
| id | doaj-art-d126ed6b30a7484d94e54d053612bd97 |
| institution | Kabale University |
| issn | 1110-757X 1687-0042 |
| language | English |
| publishDate | 2012-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Journal of Applied Mathematics |
| spelling | doaj-art-d126ed6b30a7484d94e54d053612bd972025-02-03T00:59:50ZengWileyJournal of Applied Mathematics1110-757X1687-00422012-01-01201210.1155/2012/731623731623Multipath Adaptive Tabu Search for a Vehicle Control ProblemJukkrit Kluabwang0Deacha Puangdownreong1Sarawut Sujitjorn2Control and Automation Research Unit, Power Electronics, Machines, and Control Research Group, School of Electrical Engineering, Suranaree University of Technology, Nakhon Ratchasima 30000, ThailandDepartment of Electrical Engineering, South-East Asia University, Bangkok 10160, ThailandControl and Automation Research Unit, Power Electronics, Machines, and Control Research Group, School of Electrical Engineering, Suranaree University of Technology, Nakhon Ratchasima 30000, ThailandTabu search has become acceptable worldwide as one of the most efficient intelligent searches applied to various real-world problems. There have been different modifications made to the generic tabu search in recent years to achieve better performances. Among those reviewed in the introduction of this paper, the adaptive tabu search (ATS) has incorporated the backtracking and the adaptive search radius mechanisms that help accelerate the search and release it from a local solution lock. The paper explains an enhancement made to the ATS to accomplish multipath ATS (MATS) algorithms. Performances of the ATS and the MATS are evaluated using surface optimization problems, and results are presented in the paper. Finally, the MATS is applied to solve a real-world vehicle control problem.http://dx.doi.org/10.1155/2012/731623 |
| spellingShingle | Jukkrit Kluabwang Deacha Puangdownreong Sarawut Sujitjorn Multipath Adaptive Tabu Search for a Vehicle Control Problem Journal of Applied Mathematics |
| title | Multipath Adaptive Tabu Search for a Vehicle Control Problem |
| title_full | Multipath Adaptive Tabu Search for a Vehicle Control Problem |
| title_fullStr | Multipath Adaptive Tabu Search for a Vehicle Control Problem |
| title_full_unstemmed | Multipath Adaptive Tabu Search for a Vehicle Control Problem |
| title_short | Multipath Adaptive Tabu Search for a Vehicle Control Problem |
| title_sort | multipath adaptive tabu search for a vehicle control problem |
| url | http://dx.doi.org/10.1155/2012/731623 |
| work_keys_str_mv | AT jukkritkluabwang multipathadaptivetabusearchforavehiclecontrolproblem AT deachapuangdownreong multipathadaptivetabusearchforavehiclecontrolproblem AT sarawutsujitjorn multipathadaptivetabusearchforavehiclecontrolproblem |