DocumentCode
3129014
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
fYear
2005
fDate
12-15 Dec. 2005
Firstpage
7787
Lastpage
7792
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control, 2005 and 2005 European Control Conference. CDC-ECC '05. 44th IEEE Conference on
Print_ISBN
0-7803-9567-0
Type
conf
DOI
10.1109/CDC.2005.1583420
Filename
1583420
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