Zhenhua Peng

Zhenhua Peng

zhenhuapeng@whu.edu.cn

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portfolio

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Paper Title Number 3

Published:

1.Tong M, Peng Z, Wang Q. A hybrid artificial bee colony algorithm with high robustness for the multiple traveling salesman problem with multiple depots[J]. Expert Systems With Applications, 2025，260(15):125446.

  1. Lv J, Peng Z, Wan Z. Approximate Karush-Kuhn-Tucker condition for multi-objective optimistic bilevel programming problems[J]. Journal of Industrial and Management Optimization, 2024.
  2. Lv J, Peng Z, Wan Z. Optimality Conditions, Qualifications and Approximation Method for a Class of Non-Lipschitz Mathematical Programs with Switching Constraints[J]. Mathematics, 2021, 9(22): 2915.
  3. Zhenhua Peng*, Zhongping Wan, Yujia Guo. New higher-order weak lower inner epiderivatives and application to Karush–Kuhn–Tucker necessary optimality conditions in set-valued optimization. Japan Journal of Industrial and Applied Mathematics, 2020, 37: 851-866.
  4. Zhenhua Peng*, Zhongping Wan. Second-order composed contingent derivative of the perturbation map in multiobjective optimization. Asia-Pacific Journal of Operational Research, 2020, 37: 2050002.
  5. Chao Jiang, Zhongping Wan, Zhenhua Peng*. A new efficient hybrid algorithm for large scale multiple traveling salesman problems. Expert Systems with Applications, 2020, 139: 112867.
  6. YANG J, WAN Z, PENG Z. Hybrid Krill Herd Algorithm with Vortex Search for Global Numerical Optimization[J]. Wuhan University Journal of Natural Sciences, 2020.
  7. Wang Y, Wan Z, Peng Z. A novel improved bird swarm algorithm for solving bound constrained optimization problems[J]. Wuhan University Journal of Natural Sciences, 2019, 24(4): 349-359.
  8. 孙源, 彭振华, 万仲平. 不确定环境下绿色竞争型闭环供应链的模糊定价模型[J]. 科技与经济, 2019, 32(2): 101-105.
  9. 卢蒙卡, 万仲平, 彭振华. 新的求解多层规划的直觉模糊交互式决策模型[J]. 计算机工程与应用, 2019, 55(16): 42-48.
  10. Zhenhua Peng* and Zhongping Wan, Second-Order Karush-Kuhn-Tucker Optimality Conditions for Set-Valued Optimization Subject to Mixed Constraints, Results in Mathematics, 2018. 73: 101.
  11. Zhenhua Peng and Yihong Xu*, Second Order Optimality Conditions for Conesubarcwise Connected Set-valued Optimization Problems, Acta Mathematicae Applicatae Sinica, English Series, 2018, 34: 183–196.
  12. Yihong Xu and Zhenhua Peng*, Second-Order M-Composed Tangent Derivative and Its Applications, Asia-Pacific Journal of Operational Research, 2018, DOI: 10.1142/S021759591850029X.
  13. Yihong Xu and Zhenhua Peng*, Higher-Order Kuhn-Tucker Optimality Conditions for Set-Valued Optimization, Pacific Journal of Optimization, 2018, 14(2): 327–347.
  14. Zhenhua Peng*, Zhongping Wan and Weizhi Xiong, Sensitivity Analysis in Set-Valued Optimization Under Strictly Minimal Efficiency, Evolution Equations and Control Theory, 2017, 6(3): 427–436.
  15. Yihong Xu and Zhenhua Peng, Higher-Order Sensitivity Analysis in Set-Valued Optimization Under Henig Efficiency, Journal of Industrial and Management Optimization, 2017, 13(1): 313-327.
  16. Zhenhua Peng and Yihong Xu*, New Second-Order Tangent Epiderivatives and Applications to Set-Valued Optimization, Journal of Optimization Theory and Applications, 2017 , 172(1): 128–140.
  17. 徐义红, 彭振华. 一种新的二阶次梯度及其在刻画集值优化弱有效元中的应用[J]. 应用数学学报, 2017, 40(2): 204-217.
  18. Xu B, Peng Z, Xu Y. Second-order lower radial tangent derivatives and applications to set-valued optimization[J]. Journal of Inequalities and Applications, 2017, 2017(1): 1-19.
  19. Yihong XU, Min LI, Zhenhua PENG. A note on “Higher-order optimality conditions in set-valued optimization using Studniarski derivatives and applications to duality”[Positivity. 18, 449–473 (2014)][J]. Positivity, 2016, 20: 295-298.
  20. 彭振华, 徐义红, 涂相求. 近似拟不变凸集值优化问题弱有效元的最优性条件[J]. 山东大学学报 (理学版), 2014, 49(05): 41-44.

teaching

Teaching 1

, , 1900

本科生课程1. 《数学规划》2. 《数学规划实验》3. 《机器学习》4. 《概率论与数理统计》5. 《线性代数》6.《深度学习》

Teaching 2

, , 1900

研究生课程1. 《最优化理论与方法》2. 《统计机器学习方法》3. 《现代非凸非光滑优化算法》