Systematic review and open challenges in hyper-heuristics usage on expensive optimization problems with limited number of evaluations

• Main Authors: Jia, Hui Ong, Teo, Jason Tze
• Format: Proceedings
• Language: English; English
• Published: IEEE 2021
• Subjects: T1-995 Technology (General)
• Online Access: https://eprints.ums.edu.my/id/eprint/32494/1/Systematic%20review%20and%20open%20challenges%20in%20hyper-heuristics%20usage%20on%20expensive%20optimization%20problems%20with%20limited%20number%20of%20evaluations.ABSTRACT.pdf; https://eprints.ums.edu.my/id/eprint/32494/2/Systematic%20review%20and%20open%20challenges%20in%20hyper-heuristics%20usage%20on%20expensive%20optimization%20problems%20with%20limited%20number%20of%20evaluations.pdf; https://eprints.ums.edu.my/id/eprint/32494/; https://ieeexplore.ieee.org/document/9509993

Ever since the early introduction of optimization by Kantorovich in 1939 the science and engineering researchers have created vast categories of optimization problems. Throughout the years, these optimization problems moved from classical problems to more challenging complex problems and these trans...