Neural Network for Multiobjective Dynamic Programming

HU Tie  song  GUO Yuan  yu

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Neural Network for Multiobjective Dynamic Programming

更新时间：2025-12-08

- Neural Network for Multiobjective Dynamic Programming
- Acta Electronica Sinica Issue 10, Pages: 70-72(1999)
- 作者机构：
  
  武汉水利电力大学,武汉,430072
- 作者简介：
- 基金信息：
- DOI：
  CLC： TP183
- Published：1999
- 稿件说明：
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[1]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(10):70-72.

HU Tie song GUO Yuan yu. Neural Network for Multiobjective Dynamic Programming[J]. Acta Electronica Sinica, 1999, (10): 70-72.
[1]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(10):70-72. DOI：

HU Tie song GUO Yuan yu. Neural Network for Multiobjective Dynamic Programming[J]. Acta Electronica Sinica, 1999, (10): 70-72. DOI：

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

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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