Subtraction-Average-Based Optimizer: A New Swarm-Inspired Metaheuristic Algorithm for Solving Optimization Problems

• Published in: Biomimetics (Basel, Switzerland) Vol. 8; no. 2; p. 149
• Main Authors: Trojovský, Pavel, Dehghani, Mohammad
• Format: Journal Article
• Language: English
• Published: Switzerland MDPI AG 06.04.2023; MDPI
• Subjects: Algorithms; Design; Efficiency; Evolution; exploitation; exploration; Food; Hydrologic cycle; Literature reviews; metaheuristic; optimization; Optimization algorithms; Physics; Problem solving; Science; subtraction average; swarm-inspired; United States; exploitation; swarm-inspired; metaheuristic; exploration; optimization; subtraction average

This paper presents a new evolutionary-based approach called a Subtraction-Average-Based Optimizer (SABO) for solving optimization problems. The fundamental inspiration of the proposed SABO is to use the subtraction average of searcher agents to update the position of population members in the searc...