Ensemble strategies for population-based optimization algorithms – a survey

• المؤلفون الرئيسيون: Wu, Guohua, Mallipeddi, Rammohan, Suganthan, Ponnuthurai Nagaratnam
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2021
• الموضوعات: Engineering::Electrical and electronic engineering; Ensemble of Algorithms; No Free Lunch
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/151703
• المؤسسة: Nanyang Technological University

In population-based optimization algorithms (POAs), given an optimization problem, the quality of the solutions depends heavily on the selection of algorithms, strategies and associated parameter combinations, constraint handling method, local search method, surrogate model, niching method, etc. In...