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Multiobjective adaptive current search for engineering design optimization |
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| รหัสดีโอไอ | |
| Creator | 1. Supaporn Suwannarongsri 2. Deacha Puangdownreong |
| Title | Multiobjective adaptive current search for engineering design optimization |
| Publisher | Faculty of Engineering, Khon Kaen University |
| Publication Year | 2560 |
| Journal Title | Engineering and Applied Science Research |
| Journal Vol. | 44 |
| Journal No. | 1 |
| Page no. | 34-38 |
| Keyword | Multiobjective adaptive current search, Metaheuristic optimization, Welded beam design, Disc brake design |
| ISSN | 2539-6161 |
| Abstract | This article proposes the multiobjective adaptive current search (MoACS) as one of the most powerful metaheuristic optimization techniques for solving multiobjective optimization problems. The MoACS is the newly modified version of the current search (CS) developed from the behavior of electric current in the electrical networks. In this article, the MoACS is developed and validated against three standard multiobjective test functions. Results obtained by the MoACS will be compared with those obtained by five well-known algorithms from literatures. Then, the MoACS is applied to design two real-world multiobjective engineering optimization problems, i.e. welded beam design and disc brake design. As results, it was found that the MoACS can provide very satisfactory solutions and perform the well-smooth Pareto fronts for all problems. |
