| 0-1整型规划的Hopfield神经网算法分析 |
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| 引用本文： | 张帆,曹喜滨,邹经湘.0-1整型规划的Hopfield神经网算法分析[J].系统工程与电子技术,2001,23(11):94-96. |
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| 作者姓名： | 张帆 曹喜滨 邹经湘 |
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| 作者单位： | 哈尔滨工业大学137信箱, |
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| 摘 要： | 提出了0-1整型线性和二次型规划(0-1ILQP)的Hopfield神经网的解法.即将0-1ILQP的目标函数和约束条件用罚函数的方法写成能量函数形式,然后利用Hopfield神经网求解出该能量函数的全局最小点,从而求解出原0-1ILQP的最优解.最后,作为一个算例,给出了此方法在优化卫星任务规划中的成功应用.
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| 关 键 词： | 数学规划 神经 网络 算法 卫星控制 优化 |
| 文章编号： | 1001-506X(2001)11-0094-03 |
| 修稿时间： | 2000年12月19 |
Optimization Method of 0-1 Integral Programming Using Hopfield Neural Networks Analysis |
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| ZHANG Fan,CAO Xi-bin,ZOU Jing-xiang.Optimization Method of 0-1 Integral Programming Using Hopfield Neural Networks Analysis[J].System Engineering and Electronics,2001,23(11):94-96. |
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| Authors: | ZHANG Fan CAO Xi-bin ZOU Jing-xiang |
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| Abstract: | A new approach is presented to optimize the 0-1 integral linear and quadratic programming(0-1 ILQP) using Hopfield neural networks. First, the objective function and the constraints are integrated an integer in the form of energy function with penalty function approach. Then, the global minimal point of the energy function, which also is the optimal solution of the 0-1 ILQP, is obtained by using Hopfield neural networks. Finally,an application to optimizing the mission schedule of satellite is presented as an example that is solved successfully with the approach. |
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| Keywords: | Mathematical programming Neural Networks Satellite control Optimization |
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