Global multiobjective nonlinear programming through particle swarm optimization and its extensions in fuzzy stochastic environment

基于粒子群优化的全局多目标非线性规划及其在模糊随机环境中的扩展

• 批准号: 24710167
• 负责人: MATSUI Takeshi
• 金额: $ 1万
• 依托单位: Hiroshima University
• 依托单位国家: 日本
• 项目类别: Grant-in-Aid for Young Scientists (B)
• 财政年份: 2012
• 资助国家: 日本
• 起止时间: 2012-04-01 至 2014-03-31
• 项目状态: 已结题
• 来源: https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-24710167/
• 关键词: OR; 多基準意思決定; 多目的意思決定; 粒子群最適化; 非線形計画法; 多目的計画法

In this research project, keeping up with soaring demand for multiobjective nonlinear programming which has several conflict objectives rather than single objective nonlinear one, we generalize a particle swarm optimization method for nonlinear programming problems to multiobjective one.In addition, we expand several multiobjective nonlinear programming problems under fuzziness and randomness introducing fuzzy ambiguity and stochastic uncertainty.

In this research project, keeping up with soaring demand for multiobjective nonlinear programming which has several conflict objectives rather than single objective nonlinear one, we generalize a particle swarm optimization method for nonlinear programming problems to multiobjective one.In addition, we expand several multiobjective nonlinear programming problems under fuzziness and randomness introducing fuzzy ambiguity and stochastic uncertainty.

项目成果

Interactive random fuzzy two-level programming through possibility-based probability model

• DOI: 10.1016/j.ins.2013.03.024
• 发表时间: 2013-08
• 期刊: Inf. Sci.
• 作者: M. Sakawa;Takeshi Matsui

Fuzzy multiobjective nonlinear operation planning in district heating and cooling plants

区域供热制冷厂模糊多目标非线性运行规划

• DOI: 10.1016/j.fss.2011.10.020
• 发表时间: 2012
• 期刊: Fuzzy Sets and Systems
• 影响因子: 3.9
• 作者: Masatoshi Sakawa;Takeshi Matsui
• 通讯作者: Takeshi Matsui

Particle swarm optimization combining diversification and intensification through complex networks for nonlinear programming problems

• DOI: 10.1109/scis-isis.2012.6505167
• 发表时间: 2012-11
• 期刊: The 6th International Conference on Soft Computing and Intelligent Systems, and The 13th International Symposium on Advanced Intelligence Systems
• 作者: Takeshi Matsui;M. Sakawa

Stackelberg solutions for fuzzy random bilevel linear programming through level sets and probability maximization

• DOI: 10.1007/s12351-010-0090-2
• 发表时间: 2010-10
• 期刊: Operational Research
• 影响因子: 2.7
• 作者: M. Sakawa;H. Katagiri;Takeshi Matsui

Stackelberg solutions for random fuzzy two-level linear programming through possibility-based probability model

• DOI: 10.1016/j.eswa.2012.03.001
• 发表时间: 2012-09
• 期刊: Expert Syst. Appl.
• 作者: M. Sakawa;Takeshi Matsui