A Survey of Recent Variants and Applications of Antlion Optimizer

Shail Dinkar and Kusum Deep
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Shail Dinkar: G B Pant Institute of Engineering and Technology, Pauri Garhwal, India
Kusum Deep: Indian Institute of Technology, Roorkee, India

International Journal of Energy Optimization and Engineering (IJEOE), 2021, vol. 10, issue 2, 48-73

Abstract: This work proposes a review of a recently developed swarm intelligence-based metaheuristic algorithm called Antlion Optimizer (ALO), its variants, and applications. The suitable blending of a random walk with an adaptive shrinking of hypersphere radius makes this algorithm more effective and impressive over other recent optimization algorithms. This paper elaborates on the recent variants of ALO by reviewing the concerned publications. It also summarized the applications of ALO for solving real-world complex optimization problems of a wide variety of areas. So, this paper comprises of summarized review of various recently published ALO papers. Firstly, the natural phenomena of ALO and the working principle of its various operators are described. Then the recently developed variants of ALO are described in detail depicting in various categories. The real-world applications using ALO and its variants are also described under global optimization, power and system engineering, electronics and communication engineering, machine learning, environmental engineering, and networking.

Date: 2021
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