A robust algorithm for global optimization problems
In this paper, a global optimization algorithm namely Kerk and Rohanin's Trusted Region is used to find the global minimizers by employing an interval technique; with it, the algorithm can find the region where a minimizer is located and will not get trapped in a local one. It is able to find t...
| Published in: | Journal of Physics: Conference Series |
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| Main Author: | |
| Format: | Conference paper |
| Language: | English |
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IOP Publishing Ltd
2021
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| Online Access: | https://www.scopus.com/inward/record.uri?eid=2-s2.0-85114209193&doi=10.1088%2f1742-6596%2f1988%2f1%2f012055&partnerID=40&md5=f8ff6f46ccab2471a710db856ce64eeb |
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2-s2.0-85114209193 |
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2-s2.0-85114209193 Kerk L.C.; Lau G.C.; Ahmad S.N.; Shamala P.; Mokhtar N.A.; Ang T.K. A robust algorithm for global optimization problems 2021 Journal of Physics: Conference Series 1988 1 10.1088/1742-6596/1988/1/012055 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85114209193&doi=10.1088%2f1742-6596%2f1988%2f1%2f012055&partnerID=40&md5=f8ff6f46ccab2471a710db856ce64eeb In this paper, a global optimization algorithm namely Kerk and Rohanin's Trusted Region is used to find the global minimizers by employing an interval technique; with it, the algorithm can find the region where a minimizer is located and will not get trapped in a local one. It is able to find the convex part within the non-convex feasible region. This algorithm has descent property and global convergence. The numerical results have shown the algorithm has an outstanding capability in locating global minimizers. © Published under licence by IOP Publishing Ltd. IOP Publishing Ltd 17426588 English Conference paper All Open Access; Gold Open Access |
| author |
Kerk L.C.; Lau G.C.; Ahmad S.N.; Shamala P.; Mokhtar N.A.; Ang T.K. |
| spellingShingle |
Kerk L.C.; Lau G.C.; Ahmad S.N.; Shamala P.; Mokhtar N.A.; Ang T.K. A robust algorithm for global optimization problems |
| author_facet |
Kerk L.C.; Lau G.C.; Ahmad S.N.; Shamala P.; Mokhtar N.A.; Ang T.K. |
| author_sort |
Kerk L.C.; Lau G.C.; Ahmad S.N.; Shamala P.; Mokhtar N.A.; Ang T.K. |
| title |
A robust algorithm for global optimization problems |
| title_short |
A robust algorithm for global optimization problems |
| title_full |
A robust algorithm for global optimization problems |
| title_fullStr |
A robust algorithm for global optimization problems |
| title_full_unstemmed |
A robust algorithm for global optimization problems |
| title_sort |
A robust algorithm for global optimization problems |
| publishDate |
2021 |
| container_title |
Journal of Physics: Conference Series |
| container_volume |
1988 |
| container_issue |
1 |
| doi_str_mv |
10.1088/1742-6596/1988/1/012055 |
| url |
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85114209193&doi=10.1088%2f1742-6596%2f1988%2f1%2f012055&partnerID=40&md5=f8ff6f46ccab2471a710db856ce64eeb |
| description |
In this paper, a global optimization algorithm namely Kerk and Rohanin's Trusted Region is used to find the global minimizers by employing an interval technique; with it, the algorithm can find the region where a minimizer is located and will not get trapped in a local one. It is able to find the convex part within the non-convex feasible region. This algorithm has descent property and global convergence. The numerical results have shown the algorithm has an outstanding capability in locating global minimizers. © Published under licence by IOP Publishing Ltd. |
| publisher |
IOP Publishing Ltd |
| issn |
17426588 |
| language |
English |
| format |
Conference paper |
| accesstype |
All Open Access; Gold Open Access |
| record_format |
scopus |
| collection |
Scopus |
| _version_ |
1809677893484150784 |