𝔖 Bobbio Scriptorium
✦   LIBER   ✦

A Recurrent Neural Network for N-Stage Optimal Control Problems

✍ Scribed by Li-Zhi Liao

Book ID
110376166
Publisher
Springer US
Year
1999
Tongue
English
Weight
42 KB
Volume
10
Category
Article
ISSN
1370-4621

No coin nor oath required. For personal study only.

πŸ“œ SIMILAR VOLUMES

An optimal control model of neural netwo
An optimal control model of neural networks for constrained optimization problems
✍ Qiang Song; Robert P. Leland πŸ“‚ Article πŸ“… 1998 πŸ› John Wiley and Sons 🌐 English βš– 67 KB πŸ‘ 2 views

Optimization neural networks have been studied and applied in the literature, and the mechanism of such neural networks has been investigated from the point of view of optimization theory. Yet, no studies have been found by the authors to investigate the mechanism from a control systems' perspective

Feedback control of minimum-time optimal
Feedback control of minimum-time optimal control problems using neural networks
✍ C. J. Goh; N. J. Edwards; A. Y. Zomaya πŸ“‚ Article πŸ“… 1993 πŸ› John Wiley and Sons 🌐 English βš– 925 KB

This paper presents an optimal feedback controller capable of driving a non-linear control system from an arbitrary initial state to a fixed final state in minimum time. The controller is based on a feedforward multilayer neural network trained repeatedly using open-loop optimal control data which d