Tasmanian Devil Optimization: A New Bio-Inspired Optimization Algorithm for Solving Optimization Algorithm

• Published in: IEEE access Vol. 10; pp. 19599 - 19620
• Main Authors: Dehghani, Mohammad, Hubalovsky, Stepan, Trojovsky, Pavel
• Format: Journal Article
• Language: English
• Published: Piscataway IEEE 2022; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Algorithms; Benchmarks; Bio-inspired; Biomimetics; Design engineering; Design optimization; Exploitation; exploration; feeding; Games; Heuristic methods; Marsupials; Mathematical models; Metaheuristics; optimization; optimization algorithm; Optimization algorithms; Problem-solving; Search problems; Sociology; Statistics; Tasmanian devil

In this paper, a new bio-inspired metaheuristic algorithm called Tasmanian Devil Optimization (TDO) is designed that mimics Tasmanian devil behavior in nature. The fundamental inspiration used in TDO is simulation of the feeding behavior of the Tasmanian devil, who has two strategies: attacking live...