4.5 Article

An electromagnetism-like mechanism for global optimization

Journal

JOURNAL OF GLOBAL OPTIMIZATION
Volume 25, Issue 3, Pages 263-282

Publisher

SPRINGER
DOI: 10.1023/A:1022452626305

Keywords

global optimization; attraction-repulsion mechanism; population-based heuristics

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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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