Dr. Ju-Liang Zhang

张菊亮博士

zhangjl@bjtu.edu.cn
Associate professor of School of Economics and Management, Beijing Jiaotong University

Education

Middle Normal School, The Third Middle Normal School of Hunan, 1986
B.A., Mathematics, Self-taught education (The University of Defense Science and Technology), 1990
Ms. D., Operation Research, Qufu Normal University, 1998
Ph. D., Operation Research, Institute of Applied Mathematics, Academy of Mathematics and System Sciences, Chinese Academy of Sciences, 2001

Experience

1986.6-1995.8, Teacher, Taiping Junior Middle School, Qiyang County, Hunan Province
2001.6-2002.12, Post-doctor, State Key Laboratory of Science and Engineering Computing, Institute of Computational Mathematics and Scientific/Engineering Computing, Academy of Mathematics and System Sciences, Chinese Academy of Sciences
2002.12-2004.12, Post-doctor, Department of Management and Engineering, School of Economics and Management, Tsinghua University
2004.12- 　Graduate University of the Chinese Academy of Sciences

Research Interests

Linear and Nonlinear Optimization
Complementarity Problem
Neural Networks
Supply Chain

Awards

2000, The 6th Youth Operation Research Award, China
2000, Pengyingang Prize in Chinese Academy of Sciences

Publication

International Journal and International Conference Papers

Juliang Zhang, Xiangsun Zhang, A modified SQP method with nonmonotone linesearch technique, J. Global Optimization, Vol. 21, No. 2, 201-218, 2001.
Wu Linyun, Zhang Xiangsun, Zhang Juliang, Application of discrete Hopfield-type neural network for Max-Cut problems, 8th International Conference on Neural Information Processing (ICONIP 2001), NOV 14-18, 2001 8TH INTERNATIONAL CONFERENCE ON NEURAL INFORMATION PROCESSING, VOLS 1-3, PROCEEDING, 1439-1444, 2001
Juliang Zhang, Xiangsun Zhang , A sequential penalty algorithm for nonlinear constrained Optimization, Journal of Optimization Theory and Application, Vol. 118, No. 3, 635-655, 2003.
Juliang Zhang Xiangsun Zhang, A nonmonotone adaptive trust region method and its convergence, Computers and Mathematics with Applications, Vol. 45, No. 11/12, 1469-1477, 2003.
Juliang Zhang, Yong Wang, A New trust region method for nonlinear equations, Mathematical Methods of Operations Research, Vol. 58, No. 2, 283-298, 2003.
Juliang Zhang, On the Convergence Properties of the Levenberg--Marquardt Method, Optimization, Vol. 52, No. 6, 739-756, 2003.
Juliang Zhang Xiangsun Zhang, A robust SQP method for optimization with inequality constraints, Journal of Computational Mathematics, Vol. 26, No. 2, 247-256, 2003.
Juliang, Zhang, A Robust Trust Region Method for General Constrained Optimization, Mathematical Methods of Operations Research, Vol. 60, No. 1, 73-85, 2004.
Juliang Zhang, Jian Chen, A Constrained Optimization Approach for LCP, J. Computational Mathematics, Vol. 22, No. 4, 509-522, 2004.
Juliang Zhang, A smoothing Levenberg-Marquadt type method for LCP, Journal of Computational Mathematics Vol. 22, No. 5, 2004.
Juliang Zhang, Yong Wang, A New Trust Region Method and Its Convergence, Journal of Optimization Theory and Applications (accepted)
Juliang Zhang, Jian Chen, A robust trust region method for nonlinear optimization with inequality constraints, submitted to Applied Mathematics and Computation.
Lingyun Wu, Xiangsun Zhang, Juliang Zhang, Capacitated Facility Location Problem with General Setup Cost, Computers and Operation Research, (accepted)
Juliang Zhang, Jian Chen, Bayesian solution to pricing and inventory control under uncertainty demand, OR Letter (accepted)
Juliang Zhang, Jian Chen, A Multi-period Pricing and Inventory control model, Submitted to Naval Research Logistics
Juliang Zhang, Jian Chen, A New Non-interior Predictor-Corrector Method for P$_0$ LCP, Applied Mathematics and Optimization (accepted)

National Journal and National Conference Papers

张菊亮, 层次分析中群组决策的注记, 黄淮学刊, Vol. 13, No. 2, 1997.
张菊亮, 徐泽水, 李群, HS和PR共轭梯度算法的整体收敛性, 曲阜师范大学学报, No. 6, 31-38, 1998.
张菊亮, 禹继国, 一个具有全局收敛性和超线性收敛速度的SQP方法, 曲阜师范大学学报, No. 4, 21-26, 1998.
章志敏, 张菊亮, 李继乾, 左右特征向量几何平均排序法, 系统工程理论与实践, Vol. 19, No. 5, 134-136, 1999.
Juliang Zhang, Changyu Wang, A new conjugate gradient method, 运筹学学报, Vol. 3, No. 2, 61-70, 1999.
Juliang Zhang, Changyu Wang, A modified SQP method and its superlinear convergence, 运筹学学报, Vol. 4, No. 2, 32-40, 2000.
张菊亮, 章祥荪, 不等式约束最优化的非光滑精确罚函数的一个光滑近似, 系统科学与数学, Vol. 20, No. 4, 499-505, 2000.
Juliang Zhang, Xiangsun Zhang, A new Neural network for linear programming, 运筹学学报, Vol. 5, No. 2, 46-54, 2001.
张菊亮, 章祥荪, 一个等式约束问题的SQP方法及其收敛性, 应用数学学报, Vol. 24, No. 1, 1-9, 2001.
张菊亮, 章祥荪, 一个等式约束问题的拟NEWTON-信赖域型方法及其收敛性, 运筹学学报, Vol. 5, No. 4, 72-80, 2001.
Zhang Xiangsun, Zhang Juliang, Liao Lizhi, An adaptive trust region method and its convergence, Science in China, Vol. 45, No. 5, 620-631, 2002.
Zhang Juliang, Zhang Xiangsun, An SQP method based on smoothing penalty function for nonlinear optimiztion with inequality constraints, J. of Systems Sciences & Complexity, Vol. 14, No. 2, 212-217, 2002.
Juliang Zhang, A smoothing Levenberg-Marquadt type method for NCP, in Xiangsun Zhang, Degang Liu, eds. Operation Research and Its Application, ISORA'02, 364-377, 2002.
Zhang Juliang, Zhang Xiangsun, A robust SQP method based on smoothing approximate penalty function for inequality constrained optimization, J. of Systems Sciences & Complexity, Vol. 15, No. 1, 102-112, 2002.
Juliang Zhang, Xiangsun Zhang, A SQP method for inequality constrained optimization, ACTA Mathematicae Applicatae Sinica, vol. 18, No. 1, 77-84, 2002.
Juliang Zhang, Xiangsun Zhang, Neural networks for linear inequality, OR Transaction, Vol. 6, No. 1, 9-18, 2002
Xiangsun Zhang, Zhongwen Cheng, Juliang Zhang, A self-adaptive trust region method for unconstrained optimization, OR Transaction, Vol. 5, No. 1, 53-62, 2002
张菊亮章祥荪, 无正则性条件下的一个信赖域方法的全局收敛性, 计算数学, Vol. 24, No. 4, 1-14, 2002.
Juliang Zhang, Xiangsun Zhang , An Adaptive Trust Region Method for Equality Constrained Optimization, J. System Sciences & Complexity, Vol. 16, No. 4, 494-505, 2003.
张菊亮，章祥荪, 一个解凸二次规划的预测——校正光滑化方法，系统科学与数学，Vol. 23, No. 2, 353-366, 2003.
张菊亮章祥荪, 陈中文，一个无正则条件下一般约束最优化问题的信赖域算法的收敛性，应用数学学报，Vol. 26, No. 1, 1-9, 2003.
Juliang, Zhang, Jian Chen, Studies on the value of secondary market to the supply chain, Journal of Systems Science and Systems Engineering, Vol. 12, No. 3, 360-371, 2003
Juliang Zhang, Xiangsun Zhang, Predictor-Corrector smoothing methods for monotone LCP, ACTA Mathematicae Applicatae Sinica，Vol.20, No.4, 557-572, 2004.
张菊亮，陈剑，销售商的努力影响需求变化的供应链的合约，中国管理科学, vol. 4, 50-56， 2004
张菊亮，陈剑，两个快速一维搜索方法，第七届全国运筹学大会，青岛，2004
张菊亮，陈剑，不完全信息下的回收合约，已投中国管理科学
张菊亮，陈剑, 供应链联合促销与定价研究, 已投中国管理科学
Juliang Zhang, Lingyun Wu, Xiangsun Zhang, A Trust Region Method for Convex Minimization Problem with Singular Solutions, working paper
张菊亮，陈剑，两级串联系统的联合定价与库存控制研究, working paper

ZHANGroup : JuliangZhang

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