New directional bat algorithm for continuous optimization problems
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- 作者：Asma Chakria ; chakri.as623@gmail.com" class="auth_mail" title="E-mail the corresponding author ; Rabia Khelifa ; rabia.khelif@univ-annaba.dz" class="auth_mail" title="E-mail the corresponding author ; Mohamed Benouareta ; mohamed.benouaret@gmail.com" class="auth_mail" title="E-mail the corresponding author ; Xin-She Yangb ; X.Yang@mdx.as.uk" class="auth_mail" title="E-mail the corresponding author
- 关键词：Bio-inspired algorithm ; Directional bat algorithm ; Optimization ; Unconstrained optimization ; Swarm intelligence
- 刊名：Expert Systems with Applications
- 出版年：2017
- 出版时间：1 March 2017
- 年：2017
- 卷：69
- 期：Complete
- 页码：159-175
- 全文大小：1035 K
文摘
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The directional bat algorithm is proposed by introducing directional echolocation to the standard bat algorithm.
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The exploitation and exploration capabilities of the algorithm have been improved.
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The directional bat algorithm is tested on several benchmark functions including the CEC2005 suite.
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Non-parametrical tests results show significant enhancement of the algorithm in comparison with other algorithms.