Triangulation topology aggregation optimizer

版本 2.0.1 (4.6 KB) 作者: S. Zhao

Triangulation topology aggregation optimizer: A novel mathematics-based meta-heuristic algorithm for engineering applications

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This article proposes a novel mathematics-based meta-heuristic algorithm, named Triangulation Topology Aggregation Optimizer (TTAO), for solving continuous optimization and engineering applications. The core of the proposed algorithm is based on similar triangular topology in mathematics. The TTAO algorithm contains two strategies, i.e., the generic aggregation and the local aggregation, which contributes to iteratively constructing multiple similar triangular topological units to balance the exploration and exploitation. The former generates new vertexes through positive information exchange between different triangular topological units. And the latter constructs new units at promising locations according to the local optimum vertex of each unit. The performance of the TTAO algorithm is evaluated in comparison with some competitive algorithms on CEC2017 functions for different dimensions and 8 real-world engineering problems. Numerical results verify the outstanding optimization performance of the TTAO algorithm effectively.

Cite this paper as: Zhao, S., Zhang, T., Cai, L., & Yang, R. (2023). Triangulation Topology Aggregation Optimizer: A novel mathematics-based meta-heuristic algorithm for engineering applications. Expert Systems with Applications, 121744. DOI: https://doi.org/10.1016/j.eswa.2023.121744

The paper can be seen at:https://www.sciencedirect.com/science/article/abs/pii/S0957417423022467

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S. Zhao (2024). Triangulation topology aggregation optimizer (https://www.mathworks.com/matlabcentral/fileexchange/136029-triangulation-topology-aggregation-optimizer), MATLAB Central File Exchange. 检索来源 2024/10/2.

Zhao, Shijie, et al. “Triangulation Topology Aggregation Optimizer: A Novel Mathematics-Based Meta-Heuristic Algorithm for Engineering Applications.” Expert Systems with Applications, Elsevier BV, Sept. 2023, p. 121744, doi:10.1016/j.eswa.2023.121744.

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TTAO

版本	已发布	发行说明
2.0.1	2023/10/1	DOI update	下载
2.0.0	2023/9/30	Change Image	下载
1.0.0	2023/9/30		下载

MLA	Zhao, Shijie, et al. “Triangulation Topology Aggregation Optimizer: A Novel Mathematics-Based Meta-Heuristic Algorithm for Engineering Applications.” Expert Systems with Applications, Elsevier BV, Sept. 2023, p. 121744, doi:10.1016/j.eswa.2023.121744.
APA	Zhao, S., Zhang, T., Cai, L., & Yang, R. (2023). Triangulation Topology Aggregation Optimizer: A novel mathematics-based meta-heuristic algorithm for engineering applications. Expert Systems with Applications, 121744. Elsevier BV. Retrieved from https://doi.org/10.1016%2Fj.eswa.2023.121744
BibTeX	@article{Zhao_2023, doi = {10.1016/j.eswa.2023.121744}, url = {https://doi.org/10.1016%2Fj.eswa.2023.121744}, year = 2023, month = {sep}, publisher = {Elsevier {BV}}, pages = {121744}, author = {Shijie Zhao and Tianran Zhang and Liang Cai and Ronghua Yang}, title = {Triangulation Topology Aggregation Optimizer: A novel mathematics-based meta-heuristic algorithm for engineering applications}, journal = {Expert Systems with Applications} }