Bisimulation

Summary

In theoretical computer science a bisimulation is a binary relation between state transition systems, associating systems that behave in the same way in that one system simulates the other and vice versa.

Intuitively two systems are bisimilar if they, assuming we view them as playing a game according to some rules, match each other's moves. In this sense, each of the systems cannot be distinguished from the other by an observer.

Formal definitionEdit

Given a labelled state transition system ( ,  , →), where   is a set of states,   is a set of labels and → is a set of labelled transitions (i.e., a subset of  ), a bisimulation is a binary relation  , such that both   and its converse   are simulations. From this follows that the symmetric closure of a bisimulation is a bisimulation, and that each symmetric simulation is a bisimulation. Thus some authors define bisimulation as a symmetric simulation.[1]

Equivalently,   is a bisimulation if and only if for every pair of states   in   and all labels α in  :

  • if  , then there is   such that  ;
  • if  , then there is   such that  .

Given two states   and   in  ,   is bisimilar to  , written  , if and only if there is a bisimulation   such that  . This means that the bisimilarity relation   is the union of all bisimulations:   precisely when   for some bisimulation  .

The set of bisimulations is closed under union;[Note 1] therefore, the bisimilarity relation is itself a bisimulation. Since it is the union of all bisimulations, it is the unique largest bisimulation. Bisimulations are also closed under reflexive, symmetric, and transitive closure; therefore, the largest bisimulation must be reflexive, symmetric, and transitive. From this follows that the largest bisimulation — bisimilarity — is an equivalence relation.[2]


  1. ^ Meaning the union of two bisimulations is a bisimulation.

Alternative definitionsEdit

Relational definitionEdit

Bisimulation can be defined in terms of composition of relations as follows.

Given a labelled state transition system  , a bisimulation relation is a binary relation   over   (i.e.,    ×  ) such that  

 
and
 

From the monotonicity and continuity of relation composition, it follows immediately that the set of bisimulations is closed under unions (joins in the poset of relations), and a simple algebraic calculation shows that the relation of bisimilarity—the join of all bisimulations—is an equivalence relation. This definition, and the associated treatment of bisimilarity, can be interpreted in any involutive quantale.

Fixpoint definitionEdit

Bisimilarity can also be defined in order-theoretical fashion, in terms of fixpoint theory, more precisely as the greatest fixed point of a certain function defined below.

Given a labelled state transition system ( , Λ, →), define   to be a function from binary relations over   to binary relations over  , as follows:

Let   be any binary relation over  .   is defined to be the set of all pairs   in   ×   such that:

 

and

 

Bisimilarity is then defined to be the greatest fixed point of  .

Ehrenfeucht–Fraïssé game definitionEdit

Bisimulation can also be thought of in terms of a game between two players: attacker and defender.

"Attacker" goes first and may choose any valid transition,  , from  . I.e.:

  or  

The "Defender" must then attempt to match that transition,   from either   or   depending on the attacker's move. I.e., they must find an   such that:

  or  

Attacker and defender continue to take alternating turns until:

  • The defender is unable to find any valid transitions to match the attacker's move. In this case the attacker wins.
  • The game reaches states   that are both 'dead' (i.e., there are no transitions from either state) In this case the defender wins
  • The game goes on forever, in which case the defender wins.
  • The game reaches states  , which have already been visited. This is equivalent to an infinite play and counts as a win for the defender.

By the above definition the system is a bisimulation if and only if there exists a winning strategy for the defender.

Coalgebraic definitionEdit

A bisimulation for state transition systems is a special case of coalgebraic bisimulation for the type of covariant powerset functor. Note that every state transition system   is bijectively a function   from   to the powerset of   indexed by   written as  , defined by

 

Let   be  -th projection mapping   to   and   respectively for  ; and   the forward image of   defined by dropping the third component

 

where   is a subset of  . Similarly for  .

Using the above notations, a relation   is a bisimulation on a transition system   if and only if there exists a transition system   on the relation   such that the diagram

 

commutes, i.e. for  , the equations

 

hold where   is the functional representation of  .

Variants of bisimulationEdit

In special contexts the notion of bisimulation is sometimes refined by adding additional requirements or constraints. An example is that of stutter bisimulation, in which one transition of one system may be matched with multiple transitions of the other, provided that the intermediate states are equivalent to the starting state ("stutters").[3]

A different variant applies if the state transition system includes a notion of silent (or internal) action, often denoted with  , i.e. actions that are not visible by external observers, then bisimulation can be relaxed to be weak bisimulation, in which if two states   and   are bisimilar and there is some number of internal actions leading from   to some state   then there must exist state   such that there is some number (possibly zero) of internal actions leading from   to  . A relation   on processes is a weak bisimulation if the following holds (with  , and   being an observable and mute transition respectively):

 

 

This is closely related to bisimulation up to a relation.

Typically, if the state transition system gives the operational semantics of a programming language, then the precise definition of bisimulation will be specific to the restrictions of the programming language. Therefore, in general, there may be more than one kind of bisimulation, (bisimilarity resp.) relationship depending on the context.

Bisimulation and modal logicEdit

Since Kripke models are a special case of (labelled) state transition systems, bisimulation is also a topic in modal logic. In fact, modal logic is the fragment of first-order logic invariant under bisimulation (van Benthem's theorem).

AlgorithmEdit

Checking that two finite transition systems are bisimilar can be done in polynomial time.[4] The fastest algorithms are linear time using partition refinement through a reduction to the coarsest partition problem.

See alsoEdit

ReferencesEdit

  1. ^ Jančar, Petr and Srba, Jiří (2008). "Undecidability of Bisimilarity by Defender's Forcing". J. ACM. New York, NY, USA: Association for Computing Machinery. 55 (1): 26. doi:10.1145/1326554.1326559. ISSN 0004-5411. S2CID 14878621.{{cite journal}}: CS1 maint: multiple names: authors list (link)
  2. ^ Milner, Robin (1989). Communication and Concurrency. USA: Prentice-Hall, Inc. ISBN 0131149849.
  3. ^ Baier, Christel; Katoen, Joost-Pieter (2008). Principles of Model Checking. MIT Press. p. 527. ISBN 978-0-262-02649-9.
  4. ^ Baier & Katoen (2008), Cor. 7.45, p. 486.

Further readingEdit

  • Park, David (1981). "Concurrency and Automata on Infinite Sequences". In Deussen, Peter (ed.). Theoretical Computer Science. Proceedings of the 5th GI-Conference, Karlsruhe. Lecture Notes in Computer Science. Vol. 104. Springer-Verlag. pp. 167–183. doi:10.1007/BFb0017309. ISBN 978-3-540-10576-3.
  • Milner, Robin (1989). Communication and Concurrency. Prentice Hall. ISBN 0-13-114984-9.
  • Davide Sangiorgi. (2011). Introduction to Bisimulation and Coinduction. Cambridge University Press. ISBN 9781107003637

External linksEdit

Software toolsEdit

  • CADP: tools to minimize and compare finite-state systems according to various bisimulations
  • mCRL2: tools to minimize and compare finite-state systems according to various bisimulations
  • The Bisimulation Game Game