The Application of Dynamic Programming in Production Planning

被引:1
|
作者
Wu, Run [1 ]
机构
[1] North China Elect Power Univ, Sch Comp Engn, Baoding, Hebei, Peoples R China
关键词
Dynamic Programming; Sub-Structure; Optimization; Production Plan;
D O I
10.1063/1.4982520
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
Nowadays, with the popularity of the computers, various industries and fields are widely applying computer information technology, which brings about huge demand for a variety of application software. In order to develop software meeting various needs with most economical cost and best quality, programmers must design efficient algorithms. A superior algorithm can not only soul up one thing, but also maximize the benefits and generate the smallest overhead. As one of the common algorithms, dynamic programming algorithms are used to solving problems with some sort of optimal properties. When solving problems with a large amount of sub-problems that needs repetitive calculations, the ordinary sub-recursive method requires to consume exponential time, and dynamic programming algorithm can reduce the time complexity of the algorithm to the polynomial level, according to which we can conclude that dynamic programming algorithm is a very efficient compared to other algorithms reducing the computational complexity and enriching the computational results. In this paper, we expound the concept, basic elements, properties, core, solving steps and difficulties of the dynamic programming algorithm besides, establish the dynamic programming model of the production planning problem
引用
下载
收藏
页数:3
相关论文
共 50 条
  • [21] HEURISTIC MODELING FOR A DYNAMIC AND GOAL PROGRAMMING IN PRODUCTION PLANNING OF CONTINUOUS MANUFACTURING SYSTEMS
    JAHAN A ABDOLSHAH M Department of Industrial Engineering
    Chinese Journal of Mechanical Engineering, 2007, (05) : 110 - 113
  • [22] Production planning of FMS under tool magazine constraints: A dynamic programming approach
    Rau, KR
    Chetty, OVK
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 1996, 11 (05): : 366 - 371
  • [23] Heuristic modeling for a dynamic and goal programming in production planning of continuous manufacturing systems
    Department of Industrial Engineering, Islamic Azad University-Semnan Branch, Semnan, Iran
    Chin J Mech Eng Engl Ed, 2007, 5 (110-113):
  • [24] A heuristic modeling for a dynamic and goal programming in production planning of continuous manufacturing systems
    Jahan, A
    Abdolshah, M
    PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, VOLS 1 AND 2: MODERN INDUSTRIAL ENGINEERING AND INNOVATION IN ENTERPRISE MANAGEMENT, 2005, : 491 - 496
  • [25] Production planning in an assembly system with social and industrial constraints: A dynamic programming approach
    Benyoucef, Lyès
    Jain, Vipul
    Rezg, Nidhal
    Xie, Xiaolan
    International Journal of Services Operations and Informatics, 2007, 2 (02) : 131 - 151
  • [26] APPLICATION OF LINEAR AND DYNAMIC-PROGRAMMING TO THE OPTIMIZATION OF THE PRODUCTION OF HYDROELECTRIC POWER
    OLCER, S
    HARSA, C
    ROCH, A
    OPTIMAL CONTROL APPLICATIONS & METHODS, 1985, 6 (01): : 43 - 56
  • [27] OPTIMAL FEEDING POLICIES FOR BROILER PRODUCTION - APPLICATION OF DYNAMIC-PROGRAMMING
    KENNEDY, JOS
    ROFE, BH
    GREIG, ID
    HARDAKER, JB
    AUSTRALIAN JOURNAL OF AGRICULTURAL ECONOMICS, 1976, 20 (01): : 19 - 32
  • [28] Application of Dynamic Programming in Resources Optimization Allocation of Factory Production Line
    Wen Jing-hua
    Jiang Heling
    Zhang Mei
    Yu Xi
    ADVANCED MATERIALS AND COMPUTER SCIENCE, PTS 1-3, 2011, 474-476 : 1632 - 1637
  • [29] The application of fuzzy programming to the aggregate production planning-markdown pricing problem
    zhu, Wenyun
    OPERATIONS RESEARCH AND ITS APPLICATIONS, PROCEEDINGS, 2008, 8 : 457 - 464
  • [30] Application of fuzzy multi-objective linear programming to aggregate production planning
    Wang, RC
    Liang, TF
    COMPUTERS & INDUSTRIAL ENGINEERING, 2004, 46 (01) : 17 - 41