An Electromagnetism-like Mechanism for Global Optimization |
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Authors: | Ş İlker Birbil Shu-Chering Fang |
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Institution: | (1) Department of Industrial Engineering and Operations Research Program, North Carolina State University, Raleigh, NC, 27695-7906, USACorresponding author: e-mail |
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Abstract: | This paper proposes a new heuristic for global optimization. The method utilizes an attraction-repulsion mechanism to move the sample points towards the optimality. The proposed scheme can be used either as a stand-alone approach or as an accompanying procedure for other methods. Some test results on nonlinear test functions in the category of ``minor to moderate difficulty' are included. The ease of implementation and flexibility of the heuristic show the potential of this new approach. |
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Keywords: | Global optimization Attraction– repulsion mechanism Population-based heuristics |
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