Advances in Engineering Software, Journal Year: 2024, Volume and Issue: 190, P. 103612 - 103612
Published: Feb. 26, 2024
Language: Английский
Advances in Engineering Software, Journal Year: 2024, Volume and Issue: 190, P. 103612 - 103612
Published: Feb. 26, 2024
Language: Английский
Computer Methods in Applied Mechanics and Engineering, Journal Year: 2024, Volume and Issue: 421, P. 116781 - 116781
Published: Jan. 19, 2024
Language: Английский
Citations
8Journal of Artificial Intelligence and Soft Computing Research, Journal Year: 2024, Volume and Issue: 14(3), P. 207 - 235
Published: June 1, 2024
Abstract Equilibrium optimizer (EO) is a novel metaheuristic algorithm that exhibits superior performance in solving global optimization problems, but it may encounter drawbacks such as imbalance between exploration and exploitation capabilities, tendency to fall into local tricky multimodal problems. In order address these this study proposes ensemble called hybrid moth equilibrium (HMEO), leveraging both the flame (MFO) EO. The proposed approach first integrates potential of EO then introduces capability MFO help enhance search, fine-tuning, an appropriate balance during search process. To verify algorithm, suggested HMEO applied on 29 test functions CEC 2017 benchmark suite. results developed method are compared with several well-known metaheuristics, including basic EO, MFO, some popular variants. Friedman rank employed measure newly statistically. Moreover, introduced has been mobile robot path planning (MRPP) problem investigate its problem-solving ability real-world experimental show reported comparative approaches.
Language: Английский
Citations
8The Journal of Supercomputing, Journal Year: 2024, Volume and Issue: 80(12), P. 16824 - 16859
Published: April 17, 2024
Language: Английский
Citations
7Engineering Applications of Artificial Intelligence, Journal Year: 2024, Volume and Issue: 137, P. 109202 - 109202
Published: Aug. 30, 2024
Language: Английский
Citations
7Advances in Engineering Software, Journal Year: 2024, Volume and Issue: 190, P. 103612 - 103612
Published: Feb. 26, 2024
Language: Английский
Citations
6