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A variable step size firefly algorithm for numerical optimization

delete2015-07-01
delete124
PRE
AI
S
Shuhao Yu
S
Shenglong Zhu
Y
Yan Ma
D
Demei Mao *
DOI:10.1016/j.amc.2015.04.065delete
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摘要

摘要

En 中文
Firefly algorithm is a novel nature inspired optimization algorithm, which has been demonstrated to perform well on various numerical optimization problems. However, in standard firefly algorithm, it adopted the fixed step size throughout all iterations. This will result in the algorithm easily getting trapped in the local optima and causing low precision. In order to remedy this defect, we use a variable strategy for step size setting. The results show that the proposed algorithm enhances the performance of the standard firefly algorithm. (C) 2015 Elsevier Inc. All rights reserved.
Keyword:
Firefly algorithm
Variable step size
local optima
Numerical optimization
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期刊

Applied Mathematics and Computation 封面图
Applied Mathematics and Computation
IF:
3.4
论文数:
2.3W
被引数:
3.3W

机构

S
State Grid Corporation of China
学者数:
6.5K
论文数: 5.2K
被引数: 1.7K
W
West Anhui University
学者数:
1.2K
论文数: 650
被引数: 613
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