Dandelion Optimizer

版本 1.0.4 (471.6 KB) 作者: S. Zhao

Dandelion Optimizer: A nature-inspired metaheuristic algorithm for engineering applications.

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更新时间 2023/7/26

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This paper proposes a novel swarm intelligence bioinspired optimization algorithm, called the Dandelion Optimizer (DO), for solving continuous optimization problems. CEC2017 benchmark functions are utilized to evaluate the performance of DO, including the optimization accuracy, stability, convergence, and scalability. In addition, the applicability of DO is verified by solving 4 real-world optimization problems.The experimental results indicate that the proposed DO method is a higher performing optimizer with outstanding iterative optimization and strong robustness compared with well-established algorithms.

Cite this paper as: Zhao S., Zhang T., Ma S., & Chen M, (2022) Dandelion Optimizer: A nature-inspired metaheuristic algorithm for engineering applications, Engineering Applications of Artificial Intelligence, 114, 105075. DOI: 10.1016/j.engappai.2022.105075

The paper can be seen at: https://www.sciencedirect.com/science/article/abs/pii/S0952197622002305

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Zhao, Shijie, et al. “Dandelion Optimizer: A Nature-Inspired Metaheuristic Algorithm for Engineering Applications.” Engineering Applications of Artificial Intelligence, vol. 114, Elsevier BV, Sept. 2022, p. 105075, doi:10.1016/j.engappai.2022.105075.

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Dandelion-Optimizer

版本	已发布	发行说明
1.0.4	2023/7/26	Added comment	Zip Toolbox
1.0.3	2022/10/16	Cite update	Zip Toolbox
1.0.2	2022/7/16	Description update	Toolbox Zip
1.0.1	2022/7/16	DOI update	Zip Toolbox
1.0.0	2022/7/7		Zip Toolbox

MLA	Zhao, Shijie, et al. “Dandelion Optimizer: A Nature-Inspired Metaheuristic Algorithm for Engineering Applications.” Engineering Applications of Artificial Intelligence, vol. 114, Elsevier BV, Sept. 2022, p. 105075, doi:10.1016/j.engappai.2022.105075.
APA	Zhao, S., Zhang, T., Ma, S., & Chen, M. (2022). Dandelion Optimizer: A nature-inspired metaheuristic algorithm for engineering applications. Engineering Applications of Artificial Intelligence, 114, 105075. Elsevier BV. Retrieved from https://doi.org/10.1016%2Fj.engappai.2022.105075
BibTeX	@article{Zhao_2022, doi = {10.1016/j.engappai.2022.105075}, url = {https://doi.org/10.1016%2Fj.engappai.2022.105075}, year = 2022, month = {sep}, publisher = {Elsevier {BV}}, volume = {114}, pages = {105075}, author = {Shijie Zhao and Tianran Zhang and Shilin Ma and Miao Chen}, title = {Dandelion Optimizer: A nature-inspired metaheuristic algorithm for engineering applications}, journal = {Engineering Applications of Artificial Intelligence} }

Dandelion Optimizer