V. I. Gurman, E. A. Trushkova, A. O. Blinov, Approximate control optimization based on transformation of object model

Title: Approximate control optimization based on transformation of object model
Authors: V. I. Gurman, E. A. Trushkova, A. O. Blinov
Journal title: Automation and Remote Control
Year: 2009
Issue: 5
Volume: 70
Pages: 750–760
Citation:

V. I. Gurman, E. A. Trushkova, A. O. Blinov, “Approximate control optimization based on transformation of object model”, Automation and Remote Control, 2009, 70:5, 750–760

Abstract:

It is considered an approach to approximate solving of control problems using different simplifying transformation of object model based on principles of extension or contraction of searching area and possible schemes of its realization. This approach focuses on getting, generally speaking, of a rough approximation to a global solution with two-sided estimation. Main attention focused on effective non-traditional schemes of continuous system velocity set transformation and discrete system transition set transformation. The obtained global approximate solutions can be considered as initial approximations in various iterative optimization procedures to be improved.