| 准时化生产计划的半无限规划模型及其遗传算法 |
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| 引用本文： | 汪定伟 方述诚. 准时化生产计划的半无限规划模型及其遗传算法[J]. 控制与决策, 1996, 11(4): 446-451 |
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| 作者姓名： | 汪定伟 方述诚 |
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| 作者单位： | [1]东北大学自动控制系，沈阳110005 [2]NorthCarolinaStateU |
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| 基金项目： | 国家自然科学基金,美国国家纺织中心研究基金 |
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| 摘 要： | 提出更准确地描述准时化生产计划问题的非线性半无限规划模型。由于传统的优化方法不能求解这类问题，提出一种沿梯度方向变异的遗传算法，该算法实质上是最速下降法和随机抽样算法的组合。实验结果表明以上模型和算法有潜力解决实际生产计划问题。
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| 关 键 词： | CIMS 生产计划 遗传算法 半无限规划模型 |
Just-In-Time Production Planning with Semi-Infinite Programming Model and Genetic Algorithm |
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| Wang Dingwei,Shu-Cherng Fang. Just-In-Time Production Planning with Semi-Infinite Programming Model and Genetic Algorithm[J]. Control and Decision, 1996, 11(4): 446-451 |
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| Authors: | Wang Dingwei Shu-Cherng Fang |
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| Affiliation: | Wang Dingwei;Shu-Cherng Fang(Northeastern University) (North Carolina State University) |
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| Abstract: | To closely describe the just - in - time production planning problems a nonlinear semi - infinite programming model is proposed. Due to its complexities, the problem cannot be solved by any traditional optimization approach. A specially designed genetic algorithm with mutation along the negative gradient drection is developed. The proposed algorithm is a combination of the steepest descent method with the stochastic sampling algorithm. Some numerical results are included to show its potential for industrial applications. |
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| Keywords: | production planning JIT production genetic algorithms semi - infinite programming optimization |
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