A genetic algorithm for the production policy in a supply chain under discrete demand and time-vary cost

被引：0
|
作者：
Ouyang, Bing-Chang [1 ]
机构：
[1] Vanung Univ, Dept Business Adm, Chungli 32061, Taiwan
来源：
MECHATRONICS AND INDUSTRIAL INFORMATICS, PTS 1-4 | 2013年 / 321-324卷
关键词：
Distribution Requirement Planning (DRP); Just in Time (JIT); Supply chain; discrete demand and time-vary unit production cost; production policy and genetic algorithm (GA); LOT-SIZE; QUANTITY MODELS;
D O I：
10.4028/www.scientific.net/AMM.321-324.2137
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
Considering discrete demand and time-vary unit production cost under a foreseeable time horizon, this study presents an adaptive genetic algorithm to determine the production policy for one manufacturer supplying single item to multiple warehouses in a supply chain environment. Based on Distribution Requirement Planning (DRP) and Just in Time (HT) delivery policy, we assume each gene in chromosome represents a period. Standard GA operators are used to generate new populations. These populations are evaluated by a fitness function using the total cost of production scheme. An explicit procedure for obtaining the local optimal solution is provided.
引用
收藏
页码：2137 / 2140
页数：4
相关论文
共 50 条
  • [1] A Genetic Algorithm for an Integrated Production Policy Under Time-vary Demand and Unit Price
    Ouyang, Bing-Chang
    [J]. INTERNATIONAL CONFERENCE ON MATHEMATICS, MODELLING AND SIMULATION TECHNOLOGIES AND APPLICATIONS (MMSTA 2017), 2017, 215 : 440 - 446
  • [2] A genetic algorithm to determine a production schedule under time-vary unit cost and shortages
    Ouyang, Bing-Chang
    Hsiao, Liang-Bo
    [J]. PROCEEDINGS OF THE 5TH INTERNATIONAL CONFERENCE ON ADVANCED DESIGN AND MANUFACTURING ENGINEERING, 2015, 39 : 356 - 359
  • [3] A genetic algorithm to determine production schedule in an imperfect manufacturing system with time-vary unit cost
    Ouyan, Bing-Chang
    Lin, Yi-Chen
    [J]. ENGINEERING SOLUTIONS FOR MANUFACTURING PROCESSES IV, PTS 1 AND 2, 2014, 889-890 : 1563 - +
  • [4] Disruption Management of Supply Chain under Demand and Production Cost Disruptions
    Huo Hong
    Cui Ying-hui
    [J]. CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS, 2009, : 1945 - 1950
  • [5] Supply Chain Coordination with Demand Disruptions under Convex Production Cost Function
    XU Ming-hui
    [J]. Wuhan University Journal of Natural Sciences, 2005, (03) : 493 - 498
  • [6] Supply chain coordination under demand and production cost disruptions with revenue sharing
    Yang, Zhihui
    Chen, Hong
    Zhao, Qian
    Ma, Ronghua
    [J]. 2007 INTERNATIONAL CONFERENCE ON SERVICE SYSTEMS AND SERVICE MANAGEMENT, VOLS 1-3, 2007, : 859 - +
  • [7] Coordinating a supply chain under demand and cost disruptions
    Cao, Erbao
    Zhou, Xiushuai
    Lu, Kevin
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2015, 53 (12) : 3735 - 3752
  • [8] Coordination of supply chain after production cost and demand disruptions
    Ji Shouwen
    Wang Chuantao
    Shen Jinsheng
    Han Xiangyu
    [J]. ECBI: 2009 INTERNATIONAL CONFERENCE ON ELECTRONIC COMMERCE AND BUSINESS INTELLIGENCE, PROCEEDINGS, 2009, : 221 - 224
  • [9] Optimal production policy for a manufacturing system with volume flexibility in a supply chain under lumpy demand
    Ding-Zhong Feng
    Mitsuo Yamashiro
    [J]. The International Journal of Advanced Manufacturing Technology, 2005, 25 : 777 - 784
  • [10] Genetic algorithm for supply planning optimization under uncertain demand
    Masaru, T
    Masahiro, H
    [J]. GENETIC AND EVOLUTIONARY COMPUTATION - GECCO 2003, PT II, PROCEEDINGS, 2003, 2724 : 2337 - 2346
12345