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This repository includes the IEEE Congress on Evolutionary Computation Benchmark functions suite (IEEE CEC 2014 2017 2020 2022). You can use the untitled.m to form a figure of the benchmark function.
The result of the code running is shown in the following picture.
I used CEC for many comparisons in many papers; you can cite my paper as follows(bibtex form):
Personal Google Scholar website: Jianhua Jiang
Personal Google Scholar website: Jiaqi Wu
The new Tree-Seeds Algorithm(TSA) variant is proposed in Expert Systems with Applications. Paper link: [paper] Code: [code]
A new multi-objective optimization algorithm named Multi-objective Besiege and Conquer Algorithm(MOBCA) is proposed in Biomimetics. link: [paper] code:[code]
@article{jiang2025katsa, title={KATSA: KNN Ameliorated Tree Seed Algorithm for complex optimization problems}, author={Jiang, Jianhua and Wu, Jiaqi and Luo, Jinmeng and Meng, Xianqiu and Qian, Lize and Li, Keqin}, journal={Expert Systems with Applications}, volume={280}, pages={127465}, year={2025}, publisher={Elsevier} }
@article{jiang2024mobca, title={MOBCA: Multi-Objective Besiege and Conquer Algorithm}, author={Jiang, Jianhua and Wu, Jiaqi and Luo, Jinmeng and Yang, Xi and Huang, Zulu}, journal={Biomimetics}, volume={9}, number={6}, pages={316}, year={2024}, publisher={Multidisciplinary Digital Publishing Institute} }
@inproceedings{jiang2024guerrilla, title={Guerrilla Warfare Strategy Ameliorate Besiege and Conquer Algorithm for Complex Optimization Problems}, author={Jiang, Jianhua and Wu, Jiaqi and Luo, Jinmeng and Yang, Xi}, booktitle={2024 International Conference on Networking, Sensing and Control (ICNSC)}, pages={1--5}, year={2024}, organization={IEEE} }
@article{jiang2020stsa, title={STSA: A sine Tree-Seed Algorithm for complex continuous optimization problems}, author={Jiang, Jianhua and Xu, Meirong and Meng, Xianqiu and Li, Keqin}, journal={Physica A: Statistical Mechanics and its Applications}, volume={537}, pages={122802}, year={2020}, publisher={Elsevier} }
@article{jiang2023atsa, title={ATSA: An Adaptive Tree Seed Algorithm based on double-layer framework with tree migration and seed intelligent generation}, author={Jiang, Jianhua and Yang, Xi and Li, Mengjuan and Chen, Taibo}, journal={Knowledge-Based Systems}, volume={279}, pages={110940}, year={2023}, publisher={Elsevier} }
@article{jiang2019est, title={EST-TSA: An effective search tendency based to tree seed algorithm}, author={Jiang, Jianhua and Jiang, Song and Meng, Xianqiu and Qiu, Chunyan}, journal={Physica A: Statistical Mechanics and its Applications}, volume={534}, pages={122323}, year={2019}, publisher={Elsevier} }
@article{jiang2022enhance, title={Enhance tree-seed algorithm using hierarchy mechanism for constrained optimization problems}, author={Jiang, Jianhua and Meng, Xianqiu and Qian, Lize and Wang, Huan}, journal={Expert Systems with Applications}, volume={209}, pages={118311}, year={2022}, publisher={Elsevier} }