常利利，理学（计算数学）博士，副教授。

邮箱：changll@amss.ac.cn，changll@sxu.edu.cn

教育背景

1. 2007.09—2012.06，中科院数学与系统科学研究院，计算数学，博士，导师：严宁宁  研究员

2. 2002.09—2006.06，河南大学，信息与计算科学，学士

工作经历

1. 2014.06.15—至今，山西大学，复杂系统研究所，教师

2. 2012.08—2014.06，机械工业第六设计研究院，工程师

研究方向

1. 微分方程约束优化

2. 生物数学与复杂网络

3. 数据同化与强化学习

讲授课程

1. 微分方程数值解法，数学科学学院，信息与计算科学，专业必修课

2. 微分方程数值解法实验，数学科学学院，信息与计算科学，专业必修课，编程语言：Matlab或C++

3. 数值分析，数学科学学院，信息与计算科学，专业必修课

4. 数值分析实验，数学科学学院，信息与计算科学，专业必修课，编程语言：Matlab或C++

主持项目

4. 国家自然科学基金面上项目，项目名称：网络反应扩散系统斑图动力学及其在流感中的应用，项目编号：12471463，执行时间：2025.01—2028.12

3. 山西基础研究计划面上项目，项目名称：网络反应扩散系统斑图的最优控制策略研究，项目编号：20210302123453，执行时间：2022.01—2024.12

2. 国家自然科学基金青年项目，项目名称：异质动态网络上年龄结构传染病模型及算法研究，项目编号：11701348，执行时间：2018.01—2020.12

1. 国家自然科学基金天元项目，项目名称：基于有限元方法的反应扩散种群模型斑图数值模拟研究，项目编号：11526129，执行时间：2016.01—2016.12

学术论文（Corresponding Author*）

[23] Lifeng Hou, Li Li*, Lili Chang, Zhen Wang, Guiquan Sun. Pattern dynamics of vegetation based on optimal control theory. Nonlinear Dyn., 2025, 113: 1-23.

[22] Lifeng Hou, Shupeng Gao, Lili Chang, Yongping Wu*, Guolin Feng, Zhen Wang, Guiquan Sun*. Vegetation restoration strategies in arid or semi-arid regions-from the perspective of optimal control. Chaos, 2024, 34: 113109.

[21] Guiquan Sun, Runzi He, Lifeng Hou, Shupeng Gao, Xiaofeng Luo*, Quanhui Liu, Yicheng Zhang, Lili Chang*. Dynamics of diseases spreading on networks in the forms of reaction-diffusion systems. EPL, 2024, 147: 12001.

[20] Xiaofeng Luo*, Guiquan Sun*, Runzi He, Zhen Jin, Joshua Kiddy K. Asamoah, Yakui Xue, Lili Chang*. The relationship between clustering and networked Turing patterns. Chaos, 2024, 34: 073114.

[19] Lili Chang*, Xinyu Wang, Guiquan Sun*, Zhen Wang, Zhen Jin. A time independent least squares algorithm for parameter identification of Turing patterns in reaction-diffusion systems. J. Math. Biol., 2024, 88(1): 5.

[18] Shupeng Gao, Lili Chang*, Matjaž Perc, Zhen Wang*. Turing patterns in simplicial complexes. Phys. Rev. E, 2023, 107(1): 014216.

[17] Lili Chang, Wei Gong, Zhen Jin, Guiquan Sun. Sparse optimal control of pattern formations for an SIR reaction-diffusion epidemic model. SIAM J. Appl. Math., 2022, 82(5): 1764-1790.

[16] Lili Chang*, Luyao Guo, Chen Liu, Zhen Wang, Guiquan Sun*. The qualitative and quantitative relationships between pattern formation and average degree in networked reaction-diffusion systems. Chaos, 2022, 32: 093129.

[15] Guiquan Sun*, Hongtao Zhang, Lili Chang, Zhen Jin, Hao Wang, Shigui Ruan*. On the dynamics of a diffusive foot-and-mouth disease model with nonlocal infections. SIAM J. Appl. Math., 2022, 82(4): 1587-1610.

[14] Chen Liu, Shupeng Gao*, Mingrui Song, Yue Bai, Lili Chang*, Zhen Wang. Optimal control of the reaction–diffusion process on directed networks. Chaos, 2022, 32(6): 063115.

[13] Shupeng Gao, Lili Chang*, Ivan Romic*, Zhen Wang*, Marko Jusup, Petter Holme. Optimal control of networked reaction–diffusion systems. J. R. Soc. Interface, 2022, 19: 20210739.

[12] Lili Chang*, Shupeng Gao, Zhen Wang*. Optimal control of pattern formations for an SIR reaction-diffusion epidemic model. J. Theor. Biol., 2022, 536: 111003.

[11] Xinyu Wang, Zhao Song, Zhaoqing Li, Lili Chang*, Zhen Wang*. Delay-induced patterns in a reaction-diffusion system on complex networks. New J. Phys., 2021, 23: 073022.

[10] Shupeng Gao, Lili Chang*, Xinyu Wang, Chen Liu*, Xuelong Li*, Zhen Wang*. Cross-Diffusion on multiplex networks. New J. Phys., 2020, 22: 053047.

[9] Lili Chang*, Moran Duan, Guiquan Sun, Zhen Jin. Cross-diffusion-induced patterns in an SIR epidemic model on complex networks. Chaos, 2020, 30: 013147.

[8] Chen Liu, Lili Chang*, Yue Huang, Zhen Wang. Turing patterns in a predator-prey model on complex networks. Nonlinear Dyn., 2020, 99: 3313-3322.

[7] 郭尊光, 李明涛, 常利利, 张娟, 梁娟, 邢国荣, 张伟, 孙桂全*. 基于反应扩散方程研究新型冠状病毒肺炎在武汉早期传播特征. 工程数学学报, 2020, 37(4): 391-402.

[6] Lili Chang*, Chen Liu, Guiquan Sun, Zhen Wang, Zhen Jin. Delay-induced patterns in a predator-prey model on complex networks with diffusion. New J. Phys., 2019, 21: 073035.

[5] Guiquan Sun, Cuihua Wang, Lili Chang, Yongping Wu*, Li Li*, Zhen Jin*. Effects of feedback regulation on vegetation patterns in semi-arid environments. Appl. Math. Modelling, 2018, 61: 200-215.

[4] Lili Chang*, Wei Gong, Ningning Yan. Weak boundary penalization for Dirichlet boundary control problems governed by elliptic equations. J. Math. Anal. Appl., 2017, 453: 529-557.

[3] Xiaofeng Luo, Lili Chang, Zhen Jin*. Demographics induce extinction of disease in an SIS model based on conditional markov chain. J. Biol. Sys., 2017, 25(1): 145-171.

[2] Lili Chang*, Wei Gong, Guiquan Sun, Ningning Yan. PDE-constrained optimal control approach for the approximation of an inverse Cauchy problem. Inverse Problems and Imaging, 2015, 9(3): 791-814.

[1] Lili Chang*, Wei Gong, Ningning Yan. Numerical analysis for the approximation of optimal control problems with pointwise observations. Math. Meth. Appl. Sci., 2015, 38: 4502-4520.