Title :
Labeled Markov processes: stronger and faster approximations
Author :
Danos, Vincent ; Desharnais, Josée
Author_Institution :
CNRS, Paris, France
Abstract :
This paper proposes a measure-theoretic reconstruction of the approximation schemes developed for labeled Markov processes: approximants are seen as quotients with respect to sets of temporal properties expressed in a simple logic. This gives the possibility of customizing approximants with respect to properties of interest and is thus an important step towards using automated techniques intended for finite state systems, e.g. model checking, for continuous state systems. The measure-theoretic apparatus meshes well with an enriched logic, extended with a greatest fix-point, and gives means to define approximants which retain cyclic properties of their target.
Keywords :
Markov processes; approximation theory; temporal logic; LMP; approximation scheme; automated technique; continuous state system; cyclic property; finite state system; labeled Markov process; measure-theoretic reconstruction; model checking; temporal logic; Approximation methods; Automata; Carbon capture and storage; Computer science; Extraterrestrial measurements; Kernel; Logic; Machinery; Markov processes;
Conference_Titel :
Logic in Computer Science, 2003. Proceedings. 18th Annual IEEE Symposium on
Print_ISBN :
0-7695-1884-2
DOI :
10.1109/LICS.2003.1210074