Abstract: In the present paper the problems of the optimal control of systems when constraints are imposed on the control is considered. The optimality conditions are given in the form of Pontryagin’s maximum principle. The obtained piecewise linear function is approximated by using feedforward neural network. A numerical example is given.

Keywords: optimal control, constraints, neural networks

ACM Classification Keywords: I.2.8 Problem Solving, Control Methods, and Search

Link:

NEURAL NETWORK BASED OPTIMAL CONTROL WITH CONSTRAINTS

Daniela Toshkova, Georgi Toshkov, Todorka Kovacheva

http://www.foibg.com/ijita/vol14/ijita14-3-p11.pdf