Artificial intelligence

Scientific journal

ISSN 2710-1673

ONLINE: ISSN 2710-1681

Select your language


Optimal Control of Nonlinear Dynamic Process with Intellectual Prediction of His State

Kornienko V.1, Maciuk S.1
1 National Mining University

Full text (PDF)

UDC: 681.515:519.7
Publication Language: Russian
Stuc. intelekt. 2015; 20(1-2):137-145

Abstract: The task of synthesis of optimal control a nonlinear dynamic process is examined with intellectual prediction of his state. Analytical expression is found for the calculation of optimal control on functional of the generalized work. For structural-parametric identification of predicting model of process neuron networks and systems with fuzzy logic, taught by a genetic algorithm are utillized.

Keywords: optimal control, nonlinear process, intellectual prediction.

References:

  1. Reference book on the theory of automatic control / Under edit A.A. Krasovskii. – M.: Science, 1987. –712 p.
  2. Krasovskii A.A., Bukov V.N., Shendrik V.S. The universal algorithms of optimal control of continuousprocesses. – M.: Science, 1977. – 272 p.
  3. Shuster G. Determinated chaos. Introduction – M.: World, 1988. – 256 p.
  4. Ivakhnenko A.G. Long-term prediction and control the difficult systems – K.: Tekhnika, 1975. – 312 p.
  5. Korniienko V.I. Automation of optimal control of crushing and milling of ores processes. –Dnipropetrovsk: National mining university, 2013. – 191 p.

View full text (PDF)