| 基于遗传算法的直觉模糊多目标规划 |
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| 引用本文： | 徐小来,雷英杰,戴文义.基于遗传算法的直觉模糊多目标规划[J].电光与控制,2009,16(1). |
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| 作者姓名： | 徐小来 雷英杰 戴文义 |
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| 作者单位： | 空军工程大学导弹学院,陕西,三原,713800 |
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| 基金项目： | 国家自然科学基金，陕西省自然科学基金 |
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| 摘 要： | 提出了一种基于遗传算法的直觉模糊多目标规划模型.首先,定义了目标函数和约束函数的隶属和非隶属函数;其次,通过直觉模糊"最小-最大"算子,提出直觉模糊多目标规划模型;然后,用遗传算法进行求解,使之适应线性和非线性的情况,具有通用性;最后,通过一个算例表明,直觉模糊多目标规划的性能优于模糊多目标规划.
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| 关 键 词： | 直觉模糊集 进化算法 非线性规划 多目标规划 |
Intuitionistic Fuzzy Multi-Objective Programming Based on Genetic Algorithm |
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| XU Xiaolai,LEI Yingjie,DAI Wenyi.Intuitionistic Fuzzy Multi-Objective Programming Based on Genetic Algorithm[J].Electronics Optics & Control,2009,16(1). |
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| Authors: | XU Xiaolai LEI Yingjie DAI Wenyi |
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| Institution: | Missile Institute;Air Force Engineering University;Sanyuan 713800;China |
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| Abstract: | A model of intuitionistic fuzzy multiobjective programming based on genetic algorithm is presented.First,membership and non-membership functions of object and constrain functions were defined.Then,by using intuitionistic fuzzy "min-max"operator,an intuitionistic fuzzy multiobjective programming model was proposed.Then,the model was resolved by genetic algorithm,so it is suitable for both linear and nonlinear condition.A typical experiment indicated that the performance of intuitionistic fuzzy multiobjective... |
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| Keywords: | intuitionistic fuzzy set evolutionary algorithm non-linear programming multiobjective programming |
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