張德富 教授，博士生導(dǎo)師

華中科技大學(xué) 博士

研究方向：大數(shù)據(jù) 計(jì)算智能 數(shù)據(jù)挖掘 組合優(yōu)化 算法設(shè)計(jì)與分析

電子郵件：dfzhang@xmu.edu.cn

個(gè)人主頁(yè)：http://algorithm.xmu.edu.cn/zdf.html

學(xué)術(shù)兼職:

中國(guó)計(jì)算機(jī)學(xué)會(huì)計(jì)算機(jī)理論專委會(huì)委員， 2008-

廈門市計(jì)算機(jī)學(xué)會(huì)理事， 2008-

在研項(xiàng)目:

石材自動(dòng)切割系統(tǒng)研發(fā)，2016-

農(nóng)餐對(duì)接大數(shù)據(jù)平臺(tái)，2016-

易聯(lián)眾信用大數(shù)據(jù)項(xiàng)目，2015-

基于Spark的并行Metaheuristic算法研究，面上項(xiàng)目，2017-2020

代表性論文:

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.

張德富,彭煜,張麗麗.求解三維裝箱問(wèn)題的多層啟發(fā)式搜索算法.計(jì)算機(jī)學(xué)報(bào)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)

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