| 一种面向绿色制造的多目标车间调度方法 |
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| 引用本文： | 刘清涛,蔡宗琰,刘晓婷,昝杰.一种面向绿色制造的多目标车间调度方法[J].长安大学学报(自然科学版),2011(2):106-110. |
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| 作者姓名： | 刘清涛 蔡宗琰 刘晓婷 昝杰 |
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| 作者单位： | 长安大学工程机械学院; |
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| 基金项目： | 中国博士后科学基金项目(2005038243); 长安大学科技发展基金项目(05Z01) |
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| 摘 要： | 提出了一种新的面向绿色制造的多目标车间调度方法,通过将调度目标分解为竞争性指标和可持续性指标,分别建立了竞争性指标的调度模型和可持续性指标的评价模型,并基于改进的遗传算法求解出多组满足竞争性指标的Pareto最优解;然后从这些解中模糊优选出可持续性指标值最好的协调解,即为所求的绿色调度方案。实例研究表明,该方法在保证生产效益的前提下,能够使制造过程的资源消耗和环境影响最小,有效地解决了绿色制造中的多目标调度优化问题。
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| 关 键 词： | 机械工程 绿色制造 多目标 遗传算法 模糊优选 |
Multi-objective optimization for job shop scheduling in green manufacturing |
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| LIU Qing-tao,CAI Zong-yan,LIU Xiao-ting,ZAN Jie.Multi-objective optimization for job shop scheduling in green manufacturing[J].JOurnal of Chang’an University:Natural Science Edition,2011(2):106-110. |
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| Authors: | LIU Qing-tao CAI Zong-yan LIU Xiao-ting ZAN Jie |
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| Institution: | LIU Qing-tao,CAI Zong-yan,LIU Xiao-ting,ZAN Jie (School of Engineering Machinery,Chang'an University,Xi'an 710064,Shaanxi,China) |
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| Abstract: | A new multi-objective optimization for job shop scheduling in green manufacturing was put forward.Firstly,the scheduling objectives were decomposed into competitiveness indices and sustainability indices,and mathematical models were established for both of them separately.Secondly,the multi-group Pareto optimal solutions based on improved genetic algorithm were solved to meet the competitive index,from which the best compromise solution of sustainability indices were selected by fuzzy evaluation and the gre... |
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| Keywords: | mechanical engineering green manufacturing multi-objective genetic algorithm fuzzy evaluation |
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