作者
Pradeep Gupta, KPS Rana, Vineet Kumar, Puneet Mishra, Jitendra Kumar, Sreejith S Nair
发表日期
2015/2/25
研讨会论文
2015 International Conference on Futuristic Trends on Computational Analysis and Knowledge Management (ABLAZE)
页码范围
107-113
出版商
IEEE
简介
In this paper a Grey Wolf Optimizer (GWO) Toolkit developed in LabVIEW environment, has been presented. Grey Wolf Optimizer (GWO) is inspired by Grey wolves (Canis lupus). The GWO algorithm, in nature, mimics the leadership hierarchy, and the hunting mechanism of grey wolves. LabVIEW is a versatile tool for measurement and control applications and it is very popular among the industries. As Differential Evolution (DE) is the only optimization technique available in the LabVIEW environment. The developed toolkit is examined on nine benchmark functions and results are compared with DE. A step by step systematic procedure for the toolkit development and a comparative study with the existing DE toolkit results has been presented in this paper.
引用总数
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P Gupta, KPS Rana, V Kumar, P Mishra, J Kumar… - 2015 International Conference on Futuristic Trends on …, 2015