Operation planning of district heating and cooling plants through genetic algorithms for nonlinear 0-1 programming

被引：6
|
作者：
Sakawa, M
Kato, K
Ushiro, S
机构：
[1] Hiroshima Univ, Fac Engn, Dept Ind & Syst Engn, Hiroshima 7398527, Japan
[2] Shinryo Corp, Urban Facil Div, Nishi Ku, Yokohama, Kanagawa 2208111, Japan
来源：
COMPUTERS & MATHEMATICS WITH APPLICATIONS | 2001年 / 42卷 / 10-11期
关键词：
genetic algorithms; nonlinear 0-1 programming problem; operation planning; district heating and cooling plant;
D O I：
10.1016/S0898-1221(01)00246-2
中图分类号：
O29 [应用数学];
学科分类号：
070104 ;
摘要：
In recent years, the operation planning of district heating and cooling plants has been arousing interest as a result of development of cooling load prediction methods for district heating and cooling systems. In this paper, we formulate an operation planning problem of a district heating and cooling plant as a nonlinear 0-1 programming problem. Realizing that there does not exist an efficient exact solution method and the problem involves hundreds of variables, we propose an approximate solution method using genetic algorithms for the formulated nonlinear 0-1 programming problem. Furthermore, we investigate the feasibility and effectiveness of the proposed method for an operation planning problem of an actual district heating and cooling plant. (C) 2001 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码：1365 / 1378
页数：14
相关论文
共 50 条
  • [41] Cutting plane algorithms for 0-1 programming based on cardinality cuts
    Oguz, Osman
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2010, 205 (02) : 273 - 279
  • [42] Dynamic programming based algorithms for the discounted {0-1} knapsack problem
    Rong, Aiying
    Figueira, Jose Rui
    Klamroth, Kathrin
    APPLIED MATHEMATICS AND COMPUTATION, 2012, 218 (12) : 6921 - 6933
  • [43] Interactive fuzzy programming for decentralized two-level multidimensional 0-1 knapsack problems through genetic algorithms with decomposition procedures
    Kato, K
    Sakawa, M
    Nishizaki, I
    JOINT 9TH IFSA WORLD CONGRESS AND 20TH NAFIPS INTERNATIONAL CONFERENCE, PROCEEDINGS, VOLS. 1-5, 2001, : 53 - 58
  • [44] Development of optimal planning method using a genetic algorithm for district heating and cooling plants with heat storage tanks
    Hori, Y
    Yamada, A
    Shimoda, M
    Bannai, M
    Ito, K
    KAGAKU KOGAKU RONBUNSHU, 1996, 22 (04) : 695 - 701
  • [45] Developement of Optimal Planning Method Using a Genetic Algorithm for District Heating and Cooling Plants with Heat Storage Tanks
    Hori, Y.
    Yamada, A.
    Shimoda, M.
    Bannai, M.
    Kagaku Kogaku Ronbunshu, 22 (04):
  • [46] Interactive decision making for multiobjective block angular 0-1 programming problems with fuzzy parameters through genetic algorithms with decomposition procedures
    Kato, K
    Sakawa, M
    PROCEEDINGS OF THE SIXTH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS I - III, 1997, : 1645 - 1650
  • [47] Research on genetic algorithms for the discounted {0-1} knapsack problem
    He Y.-C.
    Wang X.-Z.
    Li W.-B.
    Zhang X.-L.
    Chen Y.-Y.
    2016, Science Press (39): : 2614 - 2630
  • [48] Large scale fuzzy multiobjective 0-1 programs through genetic algorithms with decomposition procedures
    Kato, K
    Sakawa, T
    1998 SECOND INTERNATIONAL CONFERENCE ON KNOWLEDGE-BASED INTELLIGENT ELECTRONIC SYSTEMS, KES'98 PROCEEDINGS, VOL 1, 1998, : 278 - 284
  • [49] Optimization method of district heating and cooling plant operation based on genetic algorithm
    Sakamoto, Yoshiyuki
    Nagaiwa, Akihiro
    Kobayasi, Syuichiro
    Shinozaki, Tsutomu
    ASHRAE Transactions, 105 (PA : 104 - 115
  • [50] Two-level 0-1 programming using genetic algorithms and a sharing scheme based on cluster analysis
    Niwa, Keiichi
    Nishizaki, Ichiro
    Sakawa, Masatoshi
    IMECS 2008: INTERNATIONAL MULTICONFERENCE OF ENGINEERS AND COMPUTER SCIENTISTS, VOLS I AND II, 2008, : 1931 - 1936
12345