New directional bat algorithm for continuous optimization problems

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New directional bat algorithm for continuous optimization problems

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作者：Asma Chakri^a ; ^{chakri.as623@gmail.com" class="auth_mail" title="E-mail the corresponding author} ; Rabia Khelif^a ; ^{rabia.khelif@univ-annaba.dz" class="auth_mail" title="E-mail the corresponding author} ; Mohamed Benouaret^a ; ^{mohamed.benouaret@gmail.com" class="auth_mail" title="E-mail the corresponding author} ; Xin-She Yang^b ; ^{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

class="label">•: The directional bat algorithm is proposed by introducing directional echolocation to the standard bat algorithm.
class="label">•: The exploitation and exploration capabilities of the algorithm have been improved.
class="label">•: The directional bat algorithm is tested on several benchmark functions including the CEC2005 suite.
class="label">•: Non-parametrical tests results show significant enhancement of the algorithm in comparison with other algorithms.

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