A Comprehensive Survey on Grey Wolf Optimization

(E-pub Ahead of Print)

Author(s): Isha Sharma, Vijay Kumar*, Sanjeewani Sharma

Journal Name: Recent Advances in Computer Science and Communications
Formerly Recent Patents on Computer Science


Article ID: e140921186729
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Abstract:

Grey wolf optimizer is a recently developed metaheuristic algorithm that mimics the hunting and social behaviour. It has been applied in most of the engineering design problems. Grey wolf optimizer and its variants have been effectively used to solve the real-life applications. For some complex problems, grey wolf optimizer has been hybridized with other metaheuristics. This paper summarizes the overview of grey wolf optimizer and its variants. The pros and cons of these variants have been discussed. The application of grey wolf optimizer have also been discussed with future research directions. This paper will encourage the researchers to use this algorithm for their real-life problems.

Keywords: Grey Wolf Optimizer, Optimisation, Metaheuristic, Swarm Intelligence, Social Hierarchy, Exploration.

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Article Details

Article ID: e140921186729
(E-pub Ahead of Print)
DOI: 10.2174/2666255813999201007165454
Price: $95

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