Joint replenishment and delivery problem with fuzzy chance constraint resouce restriction

被引:0
作者
Li, Chenyan [1 ]
Zhang, Tianwei [1 ]
Yin, Shujie [1 ]
机构
[1] Harbin Univ Sci & Technol, Sch Comp Sci & Technol, Harbin 150080, Peoples R China
来源
PROCEEDINGS OF THE 5TH INTERNATIONAL CONFERENCE ON MECHANICAL ENGINEERING, MATERIALS AND ENERGY (5TH ICMEME2016) | 2016年 / 90卷
关键词
Supply chain management; Joint replenishment and delivery problem; Fuzzy chance constraint; Triangle fuzzy number; Optimization algorithm; ALGORITHM; WAREHOUSE;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
The joint replenishment and delivery problem with fuzzy chance constraint resource restriction is considered. In the proposed approach, the objective function is to minimize the ordering cost, the inventory holding cost, the transportation cost and the customer waiting cost. Mathematical model is developed, and differential evolution (DE) algorithm is proposed to solve the problem. The performance of the algorithm is then verified and test under the indirect group strategy for 1600 randomly generated problems. The results show the robust performance of the proposed algorithms.
引用
收藏
页码:193 / 197
页数:5
相关论文
共 9 条
[1]   The joint replenishment and delivery scheduling of the one-warehouse, n-retailer system [J].
Cha, B. C. ;
Moon, I. K. ;
Park, J. H. .
TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2008, 44 (05) :720-730
[2]   Genetic algorithm-based fuzzy goal programming for class of chance-constrained programming problems [J].
Jana, R. K. ;
Sharma, Dinesh K. .
INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS, 2010, 87 (04) :733-742
[3]   A note on chance constrained programming with fuzzy coefficients [J].
Liu, BD ;
Iwamura, K .
FUZZY SETS AND SYSTEMS, 1998, 100 (1-3) :229-233
[4]   Chance constrained programming with fuzzy parameters [J].
Liu, BD ;
Iwamura, K .
FUZZY SETS AND SYSTEMS, 1998, 94 (02) :227-237
[5]   The joint replenishment and freight consolidation of a warehouse in a supply chain [J].
Moon, I. K. ;
Cha, B. C. ;
Lee, C. U. .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2011, 133 (01) :344-350
[6]  
Musrrat A., 2012, T I MEAS CONTROL, V34, P691
[7]   Differential evolution - A simple and efficient heuristic for global optimization over continuous spaces [J].
Storn, R ;
Price, K .
JOURNAL OF GLOBAL OPTIMIZATION, 1997, 11 (04) :341-359
[8]  
VANEIJS MJG, 1993, J OPER RES SOC, V44, P185, DOI 10.1038/sj/jors/0440210
[9]   Model and algorithm for fuzzy joint replenishment and delivery scheduling without explicit membership function [J].
Wang, Lin ;
Dun, Cai-Xia ;
Lee, Chi-Guhn ;
Fu, Qing-Liang ;
Zeng, Yu-Rong .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2013, 66 (9-12) :1907-1920