The complexity of probabilistic verification

Author:

Courcoubetis Costas1,Yannakakis Mihalis2

Affiliation:

1. Univ. of Crete; and ICS, Farth, Heraklion, Greece

2. AT&T Bell Labs, Murray Hill, NJ

Abstract

We determine the complexity of testing whether a finite state, sequential or concurrent probabilistic program satisfies its specification expressed in linear-time temporal logic. For sequential programs, we present an algorithm that runs in time linear in the program and exponential in the specification, and also show that the problem is in PSPACE, matching the known lower bound. For concurrent programs, we show that the problem can be solved in time polynomial in the program and doubly exponential in the specification, and prove that it is complete for double exponential time. We also address these questions for specifications described by ω-automata or formulas in extended temporal logic.

Publisher

Association for Computing Machinery (ACM)

Subject

Artificial Intelligence,Hardware and Architecture,Information Systems,Control and Systems Engineering,Software

Reference32 articles.

1. ~BREIMAN L. 1968. Probabih_ty Addison-Wesley Reading Mass. ~BREIMAN L. 1968. Probabih_ty Addison-Wesley Reading Mass.

2. Alternation

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