| 多目标柔性车间调度的二级精选算法 |
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| 引用本文： | 苏周银,尚利,李国辉.多目标柔性车间调度的二级精选算法[J].计算机工程与设计,2011,32(10):3485-3489. |
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| 作者姓名： | 苏周银 尚利 李国辉 |
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| 作者单位： | 四川大学制造科学与工程学院,四川成都,610065 |
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| 基金项目： | 国家科技部火炬计划基金项目(2007GH550037) |
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| 摘 要： | 多目标柔性车间调度问题与实际更加符合,是典型的多目标组合优化问题,运用传统算法求解会产生大量的解空间,找到最优解是非常棘手的问题.基于此,提出了二阶优化方法,即基于遗传算法的初级单目标优化和基于多目标决策体系的高级精选优化的组合优化算法.初级优化阶段,采用改进的遗传算法,选用企业最关心的单目标选出一组Pareto解集；...
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| 关 键 词： | 柔性车间调度 遗传算法 多目标 TOPSIS 二阶混合算法 |
Second-order optimization method of multi-object flexible job shop scheduling |
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| SU Zhou-yin,SHANG Li,LI Guo-hui.Second-order optimization method of multi-object flexible job shop scheduling[J].Computer Engineering and Design,2011,32(10):3485-3489. |
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| Authors: | SU Zhou-yin SHANG Li LI Guo-hui |
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| Affiliation: | SU Zhou-yin,SHANG Li,LI Guo-hui(School of Manufacturing Science and Engineering,Sichuan University,Chengdu 610065,China) |
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| Abstract: | Multi-object flexible job shop scheduling problem is more practical which is a multi-objective combinatorial optimization problem.Using traditional methods to find the optimal solution is very difficult because it will produce a large number of solution space.-order optimization method is a combinatorial optimization algorithm which is based on genetic algorithm(GA) of primary single-objective optimization and high selected method of multi-objective decision-making system optimization.In the initial optimiz... |
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| Keywords: | flexible job shop scheduling genetic algorithm multi-object TOPSIS second hybrid algorithm |
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