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Fuzzy multiobjective descrete optimization through evolutionary metaheuristics with applications to industries

Fuzzy multiobjective descrete optimization through evolutionary metaheuristics with applications to industries
通过进化元启发法进行模糊多目标离散优化及其在工业中的应用
批准号:
13558048
负责人:
SAKAWA Masatoshi
金额:
$2.18万
依托单位:
依托单位国家:
日本
项目类别:
Grant-in-Aid for Scientific Research (B)
财政年份:
2001
资助国家:
日本
项目状态:
已结题
起止时间:
2001 至 2003

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中文摘要
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英文摘要
In this research, we dealt with multiobjective descrete optimization problems in fuzzy environments and propose computational methods through evolutionary metaheuristics for deriving satisficing solutions of the decision maker. Simultaneous considerations of fuzziness and multiobjectiveness, interactive fuzzy programming methods for multiobjective 0-1, integer and mixed integer programming problems are presented in fuzzy environments.The research program consisted of the following two parts:1. We investigated interactive fuzzy decision making for multiobjective descrete optimization problems through evolutionary metaheuristics in fuzzy environments.2. We formulated operation planning problems of district heating and cooling plants as mixed 0-1, mixed integer, and nonlinear 0-1 programming problems and proposed an approximate solution method through metaheuristics.We have published the obtained results of the above research program in domestic and international journals of the related fields and have also presented several papers in international conferences in 2001-2003. Moreover we intend to contribute some papers to domestic and international journals, and the related research works that we have been continuing presented in the book entitled "Genetic Algorithms and Fuzzy Multiobjective Optimization" as is shown in the References of this report.
期刊论文(37)
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会议论文
Masatoshi Sakawa: "Genetic Algorithms and Fuzzy Multiobjective Optimization"Kluwer Academic Publishers, Boston. 1-288 (2002)
Masatoshi Sakawa:“遗传算法和模糊多目标优化”Kluwer 学术出版社,波士顿。
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加藤浩介: "多目的確率線形計画問題に対する分散最小化モデルに基づく対話型ファジィ満足化手法"日本ファジィ学会誌. 14・4. 404-411 (2002)
加藤浩介:“基于方差最小化模型的多目标随机线性规划问题的交互式模糊满足方法”日本模糊学会杂志14・4(2002)。
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加藤浩介: "確率変数係数を含む多目的線形計画問題に対する確率最大化モデルに基づく対話形ファジー満足化手法"電子情報通信学会論文誌. J85・A・9. 967-975 (2002)
加藤浩介:“涉及随机变量系数的多目标线性规划问题的基于概率最大化模型的交互式模糊满足方法”电子信息通信工程师学会学报J85·A·9(2002)。
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西崎一郎: "選好に関する部分情報を有する多目的2レベル線形計画問題に対するStackelberg解"電子情報通信学会論文誌. J84-A・9. 1140-1147 (2001)
Ichiro Nishizaki:“带有部分偏好信息的多目标两级线性规划问题的 Stackelberg 解决方案”,电子、信息和通信工程师学会汇刊 J84-A·9(2001 年)。
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20
    Interactive multi-level multiobjective programming with fuzzy random and random fuzzy variables
    • 批准号:
      22651060
    • 项目类别:
      Grant-in-Aid for Challenging Exploratory Research
    • 资助金额:
      $1.68万
    • 财政年份:
      2010
    • 负责人:
      SAKAWA Masatoshi
    • 依托单位:
    Interactive decision making for fuzzy random large-scale multiobjective multilevel systems with applications
    • 批准号:
      20310089
    • 项目类别:
      Grant-in-Aid for Scientific Research (B)
    • 资助金额:
      $3.74万
    • 财政年份:
      2008
    • 负责人:
      SAKAWA Masatoshi
    • 依托单位:
    Interactive decision making for large scale multiobjective multi-level systems iinvolving randomness and fuzziness
    • 批准号:
      17310099
    • 项目类别:
      Grant-in-Aid for Scientific Research (B)
    • 资助金额:
      $3.15万
    • 财政年份:
      2005
    • 负责人:
      SAKAWA Masatoshi
    • 依托单位:
    Interactive decision making for large scale multiobjective multi-level systems in fuzzy and stochastic environments
    • 批准号:
      14380193
    • 项目类别:
      Grant-in-Aid for Scientific Research (B)
    • 资助金额:
      $2.24万
    • 财政年份:
      2002
    • 负责人:
      SAKAWA Masatoshi
    • 依托单位:
    海外基金