| 多目标动态规划的神经网络方法 |
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| 引用本文： | 胡铁松,郭元裕.多目标动态规划的神经网络方法[J].电子学报,1999,27(10):70-73. |
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| 作者姓名： | 胡铁松 郭元裕 |
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| 作者单位： | 武汉水利电力大学,武汉,430072 |
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| 基金项目： | 国家自然科学基金，武汉市晨光计划资助 |
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| 摘 要： | 本文提出了求解多目标动态规划的神经网络方法，证明了该网络是Ｌｙａｐｕｎｏｖ稳定的，且在适当的条件下收敛于多目标动态规划的（局部）非劣解，最后，文中给出了算例及其模拟结果。
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| 关 键 词： | 多目标动态规划 神经网络 非劣解 |
Neural Network for Multiobjective Dynamic Programming |
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| HU Tie-song,GUO Yuan-yu.Neural Network for Multiobjective Dynamic Programming[J].Acta Electronica Sinica,1999,27(10):70-73. |
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| Authors: | HU Tie-song GUO Yuan-yu |
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| Abstract: | A novel neural network is presented for solving multiobjective dynamic programming problems.The proposed neural network is proven to be Lyapunov stable and capable of generating noninferior solutions to the multiobjective dynamic programming problems.The asymptotic properties of the neural network are analyzed and the conditions for asymptotic stability,solution feasibility,and solution optimality are derived.The transient behavior of the neural network is simulated and the validity of the network is verified with numerical examples and case studies. |
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| Keywords: | multiobjective dynamic programming ANN noninferior solution |
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