A recurrent neural network for N-Stage optimal control problems

Lizhi LIAO*

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

6 Citations (Scopus)

Abstract

A recurrent neural network is introduced for the N-stage optimal control problem. The new neural network is based on a reformulation of the original optimal control problem and the gradient method. The simulation results on two examples indicate that the new neural network is quite effective.

Original languageEnglish
Pages (from-to)195-200
Number of pages6
JournalNeural Processing Letters
Volume10
Issue number3
DOIs
Publication statusPublished - 1999

Scopus Subject Areas

  • Software
  • Neuroscience(all)
  • Computer Networks and Communications
  • Artificial Intelligence

User-Defined Keywords

  • Gradient method
  • Optimal control
  • Recurrent neural network

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