文章基本信息

标题：Hybridizing Artificial Bee Colony with Simulated Annealing
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作者：Emad Mirsadeghi ; Masoud Shariat Panahi
期刊名称：International Journal of Hybrid Information Technology
印刷版ISSN：1738-9968
出版年度：2012
卷号：5
期号：4
出版社：SERSC
摘要：A new hybridized Artificial Bee Colony (HABC) algorithm is presented. The exploration/exploitation balancing strategy of Simulated Annealing is incorporated into the original ABC algorithm to improve its search efficiency and reduce its computational cost. The algorithm begins with a high exploration rate and minimal exploitation effort and gradually switches to higher exploitation rates as the promising areas of the search space are identified. The proposed algorithm is applied to a number of benchmark problems. Comparison of the results indicates that in most cases the hybridized algorithm outperforms the other two algorithms
关键词：Optimization; Hybrid Algorithm; Simulated Annealing; Artificial Bee Colony