| 模糊环境下基于可信性规划的生产计划方法 |
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| 引用本文： | 祝勇,潘晓弘.模糊环境下基于可信性规划的生产计划方法[J].计算机集成制造系统,2011,17(2). |
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| 作者姓名： | 祝勇 潘晓弘 |
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| 作者单位： | 1. 浙江大学现代制造工程研究所,浙江杭州,310027
2. 浙江大学浙江省先进制造技术重点研究实验室,浙江杭州,310027 |
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| 基金项目： | 国家863计划资助项目(2009AA04Z151)~~ |
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| 摘 要： | 在客户需求、单位产品的价格、单位产品的生产成本和可用资源数量都是三角模糊变量的条件下,基于可信性规划建立了模糊生产计划模型。通过对模糊目标和约束的清晰化,将模糊生产计划模型转化为清晰等价形式,用非固定多段映射罚函数法将其转化为无约束两目标优化问题,并利用向量评价给出了求解此模型的改进粒子群算法。最后通过一个应用案例说明了所提方法的有效性。
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| 关 键 词： | 生产计划 可信性规划 向量评价 粒子群优化算法 模糊环境 模型 |
Production planning method based on credibility programming in fuzzy environments |
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| ZHU Yong,PAN Xiao-hong.Production planning method based on credibility programming in fuzzy environments[J].Computer Integrated Manufacturing Systems,2011,17(2). |
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| Authors: | ZHU Yong PAN Xiao-hong |
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| Affiliation: | ZHU Yong,PAN Xiao-hong(1.Institute of Modern Manufacturing Engineering,Zhejiang University,Hangzhou 310027,China,2.Zhejiang Provincial Key Lab of Advanced Manufacturing Technology,China) |
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| Abstract: | A fuzzy production planning model was established based on credibility programming on condition that customer requirement,product price,cost of unit product as well as available resources number were triangle fuzzy variables.Fuzzy production planning model was transformed into a clear-equivalent by clarifying fuzzy objectives and constraints.Then,the clear model was transformed into unconstrained two-objective optimization problem by using non-stationary multi-stage assignment penalty function method.Vector... |
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| Keywords: | production planning credibility programming vector evaluation particle swarm optimization algorithm fuzzy environments models |
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