Maslov idempotent probability calculus, I

被引:15
|
作者
Del Moral, P
Doisy, M
机构
[1] Univ Toulouse 3, CNRS, LSP UMR C55830, F-31062 Toulouse, France
[2] ENSEEIHT, F-31071 Toulouse, France
关键词
optimization theory; Maslov idempotent measure; idempotent probability calculus; Bellman-Markov processes;
D O I
10.1137/S0040585X97977161
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
Maslov's idempotent measures allow an optimization theory to Le derived at the same level of generality as probability and stochastic process theory. One purpose of this work is to present the basic concepts of this (max, +)-version of probability theory. Using this framework we will see that the Bellman optimality principle is the idempotent version of the classical Markov causality principle. Applications to optimal control problems, Hamilton-Jacobi equations, and mathematical morphology are discussed in the second part of this study.
引用
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页码:562 / 576
页数:15
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