A new human-inspired metaheuristic algorithm for solving optimization problems based on mimicking sewing training

• Published in: Scientific reports Vol. 12; no. 1; pp. 17387 - 24
• Main Authors: Dehghani, Mohammad, Trojovská, Eva, Zuščák, Tomáš
• Format: Journal Article
• Language: English
• Published: London Nature Publishing Group UK 17.10.2022; Nature Publishing Group; Nature Portfolio
• Subjects: 639/166; 639/705; Algorithms; Benchmarking; Computer Simulation; Engineering; Exploitation; Humanities and Social Sciences; multidisciplinary; Optimization; Problem Solving; Science; Science (multidisciplinary); Training

This paper introduces a new human-based metaheuristic algorithm called Sewing Training-Based Optimization (STBO), which has applications in handling optimization tasks. The fundamental inspiration of STBO is teaching the process of sewing to beginner tailors. The theory of the proposed STBO approach...