Quantitative model-checking of controlled discrete-time Markov processes

Autor:	Tkachev, Ilya, Mereacre, Alexandru, Katoen, Joost-Pieter, Abate, Alessandro
Rok vydání:	2014
Předmět:	Mathematics - Probability Computer Science - Formal Languages and Automata Theory Computer Science - Systems and Control Mathematics - Optimization and Control
Druh dokumentu:	Working Paper
Popis:	This paper focuses on optimizing probabilities of events of interest defined over general controlled discrete-time Markov processes. It is shown that the optimization over a wide class of $\omega$-regular properties can be reduced to the solution of one of two fundamental problems: reachability and repeated reachability. We provide a comprehensive study of the former problem and an initial characterisation of the (much more involved) latter problem. A case study elucidates concepts and techniques.
Databáze:	arXiv
Externí odkaz:	http://arxiv.org/abs/1407.5449 Zobrazit plný text záznamu View this record from Arxiv