Title :
Solutions of max-plus linear equations and large deviations
Author :
Akian, Marianne ; Gaubert, Stéphane ; Kolokoltsov, Vassili
Author_Institution :
INRIA, Domaine de Voluceau, B.P. 105, 78153 Le Chesnay Cedex, France. Marianne.Akian@inria.fr
Abstract :
We generalise the Gärtner-Ellis theorem of large deviations theory. Our results allow us to derive large deviation type results in stochastic optimal control from the convergence of generalised logarithmic moment generating functions. They rely on the characterisation of the uniqueness of the solutions of max-plus linear equations. We give an illustration for a simple investment model, in which logarithmic moment generating functions represent risk-sensitive values.
Keywords :
Equations; Instruments; Investments; Kernel; Optimal control; Process control; Sections; Stochastic processes;
Conference_Titel :
Decision and Control, 2005 and 2005 European Control Conference. CDC-ECC '05. 44th IEEE Conference on
Print_ISBN :
0-7803-9567-0
DOI :
10.1109/CDC.2005.1583420