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Control of linear systems with Markov jump parameters and long run average cost

Grant number: 08/02035-8
Support type:Scholarships in Brazil - Doctorate
Effective date (Start): July 01, 2008
Effective date (End): January 31, 2012
Field of knowledge:Engineering - Electrical Engineering - Industrial Electronics, Electronic Systems and Controls
Principal Investigator:Eduardo Fontoura Costa
Grantee:Carlos Alexandre Silva
Home Institution: Instituto de Ciências Matemáticas e de Computação (ICMC). Universidade de São Paulo (USP). São Carlos , SP, Brazil

Abstract

This work addresses control for linear systems with Markov jump parameters (LMJP), which is an important class of systems that can be employed asmodels for several applications. Recently, we derived results concerning control of LMJP with additive noise, showing that the long run averagecost (LRAC) converges under some mild conditions on the system. Now, we are interested in studying the stochastic stability of the system with finite LRAC control, as well as to calculate the optimal LRAC control via different optimization methods. We are also interested in analytical results concerning the convergence of those methods, when applied to the LRAC optimal control problem. We believe that these issues are relevant for theory and application of dynamical systems.

Academic Publications
(References retrieved automatically from State of São Paulo Research Institutions)
SILVA, Carlos Alexandre. Algoritmos para o custo médio a longo prazo de sistemas com saltos markovianos parcialmente observados. 2012. Doctoral Thesis - Universidade de São Paulo (USP). Instituto de Ciências Matemáticas e de Computação São Carlos.

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