A novel hybrid approach combining electromagnetism-like method with Solis and Wets local search for continuous optimization problems |
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Authors: | M Gol Alikhani N Javadian R Tavakkoli-Moghaddam |
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Institution: | (1) Department of Industrial Engineering, Mazandaran University of Science and Technology, Babol, Iran;(2) Department of Industrial Engineering, College of Engineering, University of Tehran, Tehran, Iran |
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Abstract: | The electromagnetism-like method (EM) is a meta-heuristic algorithm utilizing an attraction-repulsion mechanism to move sample
points towards optimality in continuous optimization problems. Traditionally, the EM uses two algorithms known as the original
and revised EMs. This paper presents a novel hybrid approach for EM by employing a well-known local search, called Solis and
Wets. To show the performance of our proposed hybrid EM, a number of experiments are carried out on a set of well-known test
problems and the related results are compared with two forgoing algorithms. |
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Keywords: | Electromagnetism-like method Solis and Wets localsearch Continuous optimization |
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