张德富 教授，博士生导师

华中科技大学 博士

研究方向：大数据 计算智能 数据挖掘 组合优化 算法设计与分析

电子邮件：dfzhang@xmu.edu.cn

个人主页：http://algorithm.xmu.edu.cn/zdf.html

学术兼职:

中国计算机学会计算机理论专委会委员， 2008-

厦门市计算机学会理事， 2008-

在研项目:

石材自动切割系统研发，2016-

农餐对接大数据平台，2016-

易联众信用大数据项目，2015-

基于Spark的并行Metaheuristic算法研究，面上项目，2017-2020

代表性论文:

Hongteng Wu, Stephen C.H. Leung, Yain-whar Si, Defu Zhang, Adi Lin,Three-stage heuristic algorithm for three-dimensional irregular packing problem,Applied Mathematical Modelling,41(2017) 431–444

Can Huang, Defu Zhang, Yain-Whar Si, Stephen C. H. Leung. Tabu search for the real-world carpooling problem. Journal of Combinatorial Optimization, 2016, 32(2):492-512.

Furong Ye, Liming Zhang, Defu Zhang, Hamido Fujita, Zhiguo Gong. A novel forecasting method based on multi-order fuzzy time series and technical analysis. Information Sciences, 2016, 367–368: 41-57.

Defu Zhang, Leyuan Shi, Stephen C.H. Leung, Tao Wu. A priority heuristic for the guillotine rectangular packing problem, Information Processing Letters, 2016,116(1):15-21.

Bili Chen, Yangbin Lin,Wenhua Zeng,Defu Zhang,Yain-Whar Si. Modified differential evolution algorithm using a new diversity maintenance strategy for multi-objective optimization problems. Applied Intelligence. 2015, 43(1):49-73.

Lijun Wei, Zhenzhen Zhang, Defu Zhang, Andrew Lim.A variable neighborhood search for the capacitated vehicle routing problem with two-dimensional loading constraints. European Journal of Operational Research 243(3): 798-814 (2015)

Zhen You,Yain-Whar Si,Defu Zhang,XiangXiang Zeng, Stephen C.H. Leung, Tao Li. A Decision-Making Framework for Precision Marketing. Expert Systems With Applications 42(7) (2015) 3357-3367.

Qisen Cai, Defu Zhang, Wei Zheng, Stephen C.H. Leung. A new fuzzy time series forecasting model combined with ant colony optimization and auto-regression. Knowledge-Based Systems. 74(1) (2015) 61-68.

Hong S, *Zhang D, LAU H, Zeng X, Si Y, 2014. A hybrid heuristic algorithm for the 2D variable-sized bin packing problem, European Journal of Operational Research, 238(1): 95-103.

Leung S, Zhang Z, *Zhang D. Hua X, Lim M, 2013. A meta-heuristic algorithm for heterogeneous fleet vehicle routing problems with two-dimensional loading constraints, European Journal of Operational Research, 225: 199-210.

*Zhang D. Wei L, Leung S, Chen Q, 2013. A binary search heuristic algorithm based on randomized local search for the rectangular strip packing problem, Informs Journal on Computing, 25 (2): 332-345.

张德富,彭煜,张丽丽.求解三维装箱问题的多层启发式搜索算法.计算机学报12 (2012) 2553-2561

Defu Zhang,et al, A heuristic block-loading algorithm based on multi-layer search for the container loading problem,Computers & Operations Research,39,10,2267–2276(2012)

Leung SCH, Zhang D*, Zhou C, Wu T, A hybrid simulated annealing metaheuristic algorithm for the two-dimensional knapsack packing problem,Computers & Operations Research,39,1,64-73(2012)