| 免疫算法求解多目标柔性作业车间调度研究 |
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| 引用本文： | 余建军,孙树栋,郝京辉.免疫算法求解多目标柔性作业车间调度研究[J].计算机集成制造系统,2006,12(10):1643-1650. |
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| 作者姓名： | 余建军 孙树栋 郝京辉 |
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| 作者单位： | 西北工业大学,机电学院系统集成与工程管理研究所,陕西,西安,710072 |
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| 基金项目： | 国家高技术研究发展计划(863计划);高等学校博士学科点专项科研项目 |
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| 摘 要： | 研究了多目标柔性作业车间调度问题，优化了设备分派方案。建立了多目标柔性作业车间调度的数学模型。提出了双种群双倍体自适应免疫算法，并用该算法求解某航空制造企业的多目标柔性作业车间调度问题，得到了优化调度方案。仿真结果表明，双种群双倍体自适应免疫算法是求解多目标柔性作业车间调度问题的有效算法。
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| 关 键 词： | 双种群 双倍体 自适应 免疫算法 多目标柔性车间作业调度 |
| 文章编号： | 1006-5911(2006)10-1643-08 |
| 修稿时间： | 2005年7月27日 |
Multi objective flexible job-shop scheduling based on immune algorithm |
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| YU Jian-jun,SUN Shu-dong,HAO Jing-hui.Multi objective flexible job-shop scheduling based on immune algorithm[J].Computer Integrated Manufacturing Systems,2006,12(10):1643-1650. |
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| Authors: | YU Jian-jun SUN Shu-dong HAO Jing-hui |
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| Abstract: | Multi Objective Flexible Job-shop Scheduling(MOFJS) was studied,and equipment dispatch scheme was optimized.Based on these analyses,the model of MOFJS was set up,and a new immune algorithm named Twin-Colony Diploid Adaptive Immune Algorithm(TCDAIA) was put forward.Then,the algorithm was applied to solve the MOFJS problem in Chinese aviation manufacturing enterprises,and the optimization scheduling solution was obtained.Simulation results indicated that the proposed algorithm was feasible and effective for MOFJS. |
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| Keywords: | twin-colony diploid adaptive immune algorithm multi objective flexible job-shop scheduling |
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