Automation in Construction, Journal Year: 2023, Volume and Issue: 156, P. 105127 - 105127
Published: Oct. 31, 2023
Language: Английский
Automation in Construction, Journal Year: 2023, Volume and Issue: 156, P. 105127 - 105127
Published: Oct. 31, 2023
Language: Английский
Expert Systems with Applications, Journal Year: 2023, Volume and Issue: 237, P. 121480 - 121480
Published: Sept. 9, 2023
Language: Английский
Citations
8Neural Processing Letters, Journal Year: 2024, Volume and Issue: 56(1)
Published: Feb. 7, 2024
Abstract A multi-strategy enhanced arithmetic optimization algorithm called MSEAOA is proposed to address the issues of low population diversity, imbalanced exploration and exploitation capabilities, accuracy optimal solution in Arithmetic Optimization Algorithm. Firstly, using good point set strategy for initialization improve diversity thus accelerate convergence speed. Secondly, we integrate exploition capabilities differential self-learning strategy, best example learning second-order perturbation balancing algorithm. Finally, introduction somersault foraging improves solution. We select 14 classical benchmark test functions CEC2019 function ability MSEAOA, apply path planning problem mobile robots. compared with other meta-heuristic algorithms, experimental results are statistically analyzed by Wilcoxon rank-sum test. The simulation show that performs among functions, but 10 has performance 5 them (50%). In robots, obtained also all its shortening rate exceeds 8.8% 83% environments. indicate a reliable suitable practical problems.
Language: Английский
Citations
3Neurocomputing, Journal Year: 2024, Volume and Issue: 585, P. 127506 - 127506
Published: March 6, 2024
Language: Английский
Citations
3Advanced Engineering Informatics, Journal Year: 2024, Volume and Issue: 62, P. 102947 - 102947
Published: Oct. 1, 2024
Language: Английский
Citations
2Automation in Construction, Journal Year: 2023, Volume and Issue: 156, P. 105127 - 105127
Published: Oct. 31, 2023
Language: Английский
Citations
6