A new bio-inspired metaheuristic algorithm for solving optimization problems based on walruses behavior

• Published in: Scientific reports Vol. 13; no. 1; pp. 8775 - 32
• Main Authors: Trojovský, Pavel, Dehghani, Mohammad
• Format: Journal Article
• Language: English
• Published: London Nature Publishing Group UK 31.05.2023; Nature Publishing Group; Nature Portfolio
• Subjects: 639/166; 639/705; Algorithms; Exploitation; Humanities and Social Sciences; multidisciplinary; Optimization; Predators; Science; Science (multidisciplinary)

This paper introduces a new bio-inspired metaheuristic algorithm called Walrus Optimization Algorithm (WaOA), which mimics walrus behaviors in nature. The fundamental inspirations employed in WaOA design are the process of feeding, migrating, escaping, and fighting predators. The WaOA implementation...