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SEMIPULLBACKS OF LABELLED MARKOV PROCESSES.

Authors :
PACHL, JAN
TERRAF, PEDRO SÁNCHEZ
Source :
Logical Methods in Computer Science (LMCS); 2021, Vol. 17 Issue 2, p1-12, 12p
Publication Year :
2021

Abstract

A labelled Markov process (LMP) consists of a measurable space S together with an indexed family of Markov kernels from S to itself. This structure has been used to model probabilistic computations in Computer Science, and one of the main problems in the area is to define and decide whether two LMP S and S′ "behave the same". There are two natural categorical definitions of sameness of behavior: S and S′ are bisimilar if there exist an LMP T and measure preserving maps forming a diagram of the shape S←T→S′; and they are behaviorally equivalent if there exist some U and maps forming a dual diagram S→U←S′. These two notions differ for general measurable spaces but Doberkat (extending a result by Edalat) proved that they coincide for analytic Borel spaces, showing that from every diagram S→U←S′ one can obtain a bisimilarity diagram as above. Moreover, the resulting square of measure preserving maps is commutative (a semipullback). In this paper, we extend the previous result to measurable spaces S isomorphic to a universally measurable subset of a Polish space with the trace of the Borel σ-algebra, using a version of Strassen's theorem on common extensions of finitely additive measures. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
18605974
Volume :
17
Issue :
2
Database :
Complementary Index
Journal :
Logical Methods in Computer Science (LMCS)
Publication Type :
Academic Journal
Accession number :
151054781
Full Text :
https://doi.org/10.23638/LMCS-17(2:3)2021