Linear and Branching Metrics for Quantitative Transition Systems

Luca de Alfaro, Marco Faella, Mariëlle Ida Antoinette Stoelinga

    Research output: Contribution to conferencePaper

    Abstract

    We extend the basic system relations of trace inclusion, trace equivalence, simulation, and bisimulation to a quantitative setting in which propositions are interpreted not as boolean values, but as real values in the interval [0,1]. Trace inclusion and equivalence give rise to asymmetrical and symmetrical linear distances, while simulation and bisimulation give rise to asymmetrical and symmetrical branching distances. We study the relationships among these distances, and we provide a full logical characterization of the distances in terms of quantitative versions of Ltl and -calculus. We show that, while trace inclusion (resp. equivalence) coincides with simulation (resp. bisimulation) for deterministic boolean transition systems, linear and branching distances do not coincide for deterministic quantitative transition systems. Finally, we provide algorithms for computing the distances, together with matching lower and upper complexity bounds. This research was supported in part by the NSF CAREER grant CCR-0132780, the NSF grant CCR-0234690, and the ONR grant N00014-02-1-0671.
    Original languageUndefined
    Pages97-109
    Number of pages13
    DOIs
    Publication statusPublished - 2004

    Keywords

    • IR-63332
    • EWI-6550

    Cite this