A Cooperative Artificial Bee Colony Optimizer
Publish place: 7th International Industrial Engineering Conference
Publish Year: 1389
نوع سند: مقاله کنفرانسی
زبان: English
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شناسه ملی سند علمی:
IIEC07_195
تاریخ نمایه سازی: 7 خرداد 1389
Abstract:
The Artificial Bee Colony algorithm is an optimization algorithm than can be applied on the wide range of engineering problems. In this work, the standard ABC algorithm is extended by incorporating a cooperation approach and an algorithm called Split ABC (S-ABC) is developed. S-ABC aims at improving the performance of the standard ABC algorithm using benefits of cooperation as a social behaviour. S-ABC works by spliting the solution vector into the components and employing multiple population to optimize these components cooperatively. The proposed algorithm was tested on a set of well known test functions. The results showed that the proposed algorithm is efficient, robust, produce good results, and outperforms other algorithms investigated in this paper
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Authors
Reza Akbari
Department of Computer Science and Engineering, Shiraz University
Vahid Zeighami
Department of Mathematics, College of Science, Shiraz University
Koorush Ziarati
Department of Computer Science and Engineering, Shiraz University
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