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Classes

class  spot::couvreur99_check
 An implementation of the Couvreur99 emptiness-check algorithm. More...
 
class  spot::couvreur99_check_shy
 A version of spot::couvreur99_check that tries to visit known states first. More...
 
struct  spot::couvreur99_check_shy::successor
 
struct  spot::couvreur99_check_shy::todo_item
 

Functions

emptiness_check_ptr spot::couvreur99 (const const_twa_ptr &a, option_map options=option_map())
 Check whether the language of an automate is empty. More...
 
emptiness_check_ptr spot::explicit_gv04_check (const const_twa_ptr &a, option_map o=option_map())
 Emptiness check based on Geldenhuys and Valmari's TACAS'04 paper. More...
 
emptiness_check_ptr spot::explicit_magic_search (const const_twa_ptr &a, option_map o=option_map())
 Returns an emptiness checker on the spot::tgba automaton a. More...
 
emptiness_check_ptr spot::bit_state_hashing_magic_search (const const_twa_ptr &a, size_t size, option_map o=option_map())
 Returns an emptiness checker on the spot::tgba automaton a. More...
 
emptiness_check_ptr spot::magic_search (const const_twa_ptr &a, option_map o=option_map())
 Wrapper for the two magic_search implementations. More...
 
emptiness_check_ptr spot::explicit_se05_search (const const_twa_ptr &a, option_map o=option_map())
 Returns an emptiness check on the spot::tgba automaton a. More...
 
emptiness_check_ptr spot::bit_state_hashing_se05_search (const const_twa_ptr &a, size_t size, option_map o=option_map())
 Returns an emptiness checker on the spot::tgba automaton a. More...
 
emptiness_check_ptr spot::se05 (const const_twa_ptr &a, option_map o)
 Wrapper for the two se05 implementations. More...
 
emptiness_check_ptr spot::explicit_tau03_search (const const_twa_ptr &a, option_map o=option_map())
 Returns an emptiness checker on the spot::tgba automaton a. More...
 
emptiness_check_ptr spot::explicit_tau03_opt_search (const const_twa_ptr &a, option_map o=option_map())
 Returns an emptiness checker on the spot::tgba automaton a. More...
 

Detailed Description

Function Documentation

emptiness_check_ptr spot::bit_state_hashing_magic_search ( const const_twa_ptr &  a,
size_t  size,
option_map  o = option_map() 
)

#include <spot/twaalgos/magic.hh>

Returns an emptiness checker on the spot::tgba automaton a.

Precondition
The automaton a must have at most one acceptance condition (i.e. it is a TBA).

During the visit of a, the returned checker does not store explicitely the traversed states but uses the bit-state hashing technic presented in:

@book{Holzmann91,
   author = {G.J. Holzmann},
   title = {Design and Validation of Computer Protocols},
   publisher = {Prentice-Hall},
   address = {Englewood Cliffs, New Jersey},
   year = {1991}
}

Consequently, the detection of an acceptence cycle is not ensured.

The size of the heap is limited to
size bytes.

The implemented algorithm is the same as the one of spot::explicit_magic_search.

See also
spot::explicit_magic_search
emptiness_check_ptr spot::bit_state_hashing_se05_search ( const const_twa_ptr &  a,
size_t  size,
option_map  o = option_map() 
)

#include <spot/twaalgos/se05.hh>

Returns an emptiness checker on the spot::tgba automaton a.

Precondition
The automaton a must have at most one acceptance condition (i.e. it is a TBA).

During the visit of a, the returned checker does not store explicitely the traversed states but uses the bit-state hashing technic presented in:

@book{Holzmann91,
   author = {G.J. Holzmann},
   title = {Design and Validation of Computer Protocols},
   publisher = {Prentice-Hall},
   address = {Englewood Cliffs, New Jersey},
   year = {1991}
}

Consequently, the detection of an acceptence cycle is not ensured.

The size of the heap is limited to
size bytes.

The implemented algorithm is the same as the one of spot::explicit_se05_search.

See also
spot::explicit_se05_search
emptiness_check_ptr spot::couvreur99 ( const const_twa_ptr &  a,
option_map  options = option_map() 
)

#include <spot/twaalgos/gtec/gtec.hh>

Check whether the language of an automate is empty.

This is based on the following paper.

@InProceedings{couvreur.99.fm,
  author    = {Jean-Michel Couvreur},
  title     = {On-the-fly Verification of Temporal Logic},
  pages     = {253--271},
  editor    = {Jeannette M. Wing and Jim Woodcock and Jim Davies},
  booktitle = {Proceedings of the World Congress on Formal Methods in
               the Development of Computing Systems (FM'99)},
  publisher = {Springer-Verlag},
  series    = {Lecture Notes in Computer Science},
  volume    = {1708},
  year      = {1999},
  address   = {Toulouse, France},
  month     = {September},
  isbn      = {3-540-66587-0}
}

A recursive definition of the algorithm would look as follows, but the implementation is of course not recursive. (<Sigma, Q, delta, q, F> is the automaton to check, H is an associative array mapping each state to its positive DFS order or 0 if it is dead, SCC is and ACC are two stacks.)

check(<Sigma, Q, delta, q, F>, H, SCC, ACC)
  if q is not in H   // new state
      H[q] = H.size + 1
      SCC.push(<H[q], {}>)
      forall <a, s> : <q, _, a, s> in delta
          ACC.push(a)
          res = check(<Sigma, Q, delta, s, F>, H, SCC, ACC)
          if res
              return res
      <n, _> = SCC.top()
      if n = H[q]
          SCC.pop()
          mark_reachable_states_as_dead(<Sigma, Q, delta, q, F>, H$)
      return 0
  else
      if H[q] = 0 // dead state
          ACC.pop()
          return true
      else // state in stack: merge SCC
          all = {}
          do
              <n, a> = SCC.pop()
              all = all union a union { ACC.pop() }
          until n <= H[q]
          SCC.push(<n, all>)
          if all != F
              return 0
          return new emptiness_check_result(necessary data)

check() returns 0 iff the automaton's language is empty. It returns an instance of emptiness_check_result. If the automaton accept a word. (Use emptiness_check_result::accepting_run() to extract an accepting run.)

There are two variants of this algorithm: spot::couvreur99_check and spot::couvreur99_check_shy. They differ in their memory usage, the number for successors computed before they are used and the way the depth first search is directed.

spot::couvreur99_check performs a straightforward depth first search. The DFS stacks store twa_succ_iterators, so that only the iterators which really are explored are computed.

spot::couvreur99_check_shy tries to explore successors which are visited states first. this helps to merge SCCs and generally helps to produce shorter counter-examples. However this algorithm cannot stores unprocessed successors as twa_succ_iterators: it must compute all successors of a state at once in order to decide which to explore first, and must keep a list of all unexplored successors in its DFS stack.

The couvreur99() function is a wrapper around these two flavors of the algorithm. options is an option map that specifies which algorithms should be used, and how.

The following options are available.

  • "poprem" : specifies how the algorithm should handle the destruction of non-accepting maximal strongly connected components. If poprem is non null, the algorithm will keep a list of all states of a SCC that are fully processed and should be removed once the MSCC is popped. If poprem is null (the default), the MSCC will be traversed again (i.e. generating the successors of the root recursively) for deletion. This is a choice between memory and speed.
  • "group" : this options is used only by spot::couvreur99_check_shy. If non null (the default), the successors of all the states that belong to the same SCC will be considered when choosing a successor. Otherwise, only the successor of the topmost state on the DFS stack are considered.
emptiness_check_ptr spot::explicit_gv04_check ( const const_twa_ptr &  a,
option_map  o = option_map() 
)

#include <spot/twaalgos/gv04.hh>

Emptiness check based on Geldenhuys and Valmari's TACAS'04 paper.

Precondition
The automaton a must have at most one acceptance condition.

The original algorithm, coming from the following paper, has only been slightly modified to work on transition-based automata.

@InProceedings{geldenhuys.04.tacas,
  author  = {Jaco Geldenhuys and Antti Valmari},
  title   = {Tarjan's Algorithm Makes On-the-Fly {LTL} Verification
            More Efficient},
  booktitle = {Proceedings of the 10th International Conference on Tools
            and Algorithms for the Construction and Analysis of Systems
            (TACAS'04)},
  editor  = {Kurt Jensen and Andreas Podelski},
  pages   = {205--219},
  year    = {2004},
  publisher = {Springer-Verlag},
  series  = {Lecture Notes in Computer Science},
  volume  = {2988},
  isbn    = {3-540-21299-X}
}
emptiness_check_ptr spot::explicit_magic_search ( const const_twa_ptr &  a,
option_map  o = option_map() 
)

#include <spot/twaalgos/magic.hh>

Returns an emptiness checker on the spot::tgba automaton a.

Precondition
The automaton a must have at most one acceptance condition (i.e. it is a TBA).

During the visit of a, the returned checker stores explicitely all the traversed states. The method check() of the checker can be called several times (until it returns a null pointer) to enumerate all the visited acceptance paths. The implemented algorithm is the following:

procedure check ()
begin
  call dfs_blue(s0);
end;

procedure dfs_blue (s)
begin
  s.color = blue;
  for all t in post(s) do
    if t.color == white then
      call dfs_blue(t);
    end if;
    if (the edge (s,t) is accepting) then
      target = s;
      call dfs_red(t);
    end if;
  end for;
end;

procedure dfs_red(s)
begin
  s.color = red;
  if s == target then
    report cycle
  end if;
  for all t in post(s) do
    if t.color == blue then
      call dfs_red(t);
    end if;
  end for;
end;

This algorithm is an adaptation to TBA of the one (which deals with accepting states) presented in

 Article{         courcoubetis.92.fmsd,
   author        = {Costas Courcoubetis and Moshe Y. Vardi and Pierre
                   Wolper and Mihalis Yannakakis},
   title         = {Memory-Efficient Algorithm for the Verification of
                   Temporal Properties},
   journal       = {Formal Methods in System Design},
   pages         = {275--288},
   year          = {1992},
   volume        = {1}
 }
Bug:
The name is misleading. Magic-search is the algorithm from godefroid.93.pstv, not courcoubetis.92.fmsd.
emptiness_check_ptr spot::explicit_se05_search ( const const_twa_ptr &  a,
option_map  o = option_map() 
)

#include <spot/twaalgos/se05.hh>

Returns an emptiness check on the spot::tgba automaton a.

Precondition
The automaton a must have at most one acceptance condition (i.e. it is a TBA).

During the visit of a, the returned checker stores explicitely all the traversed states. The method check() of the checker can be called several times (until it returns a null pointer) to enumerate all the visited accepting paths. The implemented algorithm is an optimization of spot::explicit_magic_search and is the following:

procedure check ()
begin
  call dfs_blue(s0);
end;

procedure dfs_blue (s)
begin
  s.color = cyan;
  for all t in post(s) do
    if t.color == white then
      call dfs_blue(t);
    else if t.color == cyan and
            (the edge (s,t) is accepting or
             (it exists a predecessor p of s in st_blue and s != t and
             the arc between p and s is accepting)) then
      report cycle;
    end if;
    if the edge (s,t) is accepting then
      call dfs_red(t);
    end if;
  end for;
  s.color = blue;
end;

procedure dfs_red(s)
begin
  if s.color == cyan then
    report cycle;
  end if;
  s.color = red;
  for all t in post(s) do
    if t.color == blue then
      call dfs_red(t);
    end if;
  end for;
end;

It is an adaptation to TBA of the one presented in

  @techreport{SE04,
    author = {Stefan Schwoon and Javier Esparza},
    institution = {Universit{\"a}t Stuttgart, Fakult\"at Informatik,
    Elektrotechnik und Informationstechnik},
    month = {November},
    number = {2004/06},
    title = {A Note on On-The-Fly Verification Algorithms},
    year = {2004},
    url =
{http://www.fmi.uni-stuttgart.de/szs/publications/info/schwoosn.SE04.shtml}
  }
See also
spot::explicit_magic_search
emptiness_check_ptr spot::explicit_tau03_opt_search ( const const_twa_ptr &  a,
option_map  o = option_map() 
)

#include <spot/twaalgos/tau03opt.hh>

Returns an emptiness checker on the spot::tgba automaton a.

Precondition
The automaton a must have at least one acceptance condition.

During the visit of a, the returned checker stores explicitely all the traversed states. The implemented algorithm is the following:

procedure check ()
begin
  weight = 0; // the null vector
  call dfs_blue(s0);
end;

procedure dfs_blue (s)
begin
  s.color = cyan;
  s.acc = emptyset;
  s.weight = weight;
  for all t in post(s) do
    let (s, l, a, t) be the edge from s to t;
    if t.color == white then
      for all b in a do
        weight[b] = weight[b] + 1;
      end for;
      call dfs_blue(t);
      for all b in a do
        weight[b] = weight[b] - 1;
      end for;
    end if;
    Acc = s.acc U a;
    if t.color == cyan &&
              (Acc U support(weight - t.weight) U t.acc) == all_acc then
      report a cycle;
    else if Acc not included in t.acc then
      t.acc := t.acc U Acc;
      call dfs_red(t, Acc);
    end if;
  end for;
  s.color = blue;
end;

procedure dfs_red(s, Acc)
begin
  for all t in post(s) do
    let (s, l, a, t) be the edge from s to t;
    if t.color == cyan &&
                (Acc U support(weight - t.weight) U t.acc) == all_acc then
      report a cycle;
    else if t.color != white and Acc not included in t.acc then
      t.acc := t.acc U Acc;
      call dfs_red(t, Acc);
    end if;
  end for;
end;

This algorithm is a generalisation to TGBA of the one implemented in spot::explicit_se05_search. It is based on the acceptance set labelling of states used in spot::explicit_tau03_search. Moreover, it introduce a slight optimisation based on vectors of integers counting for each acceptance condition how many time the condition has been visited in the path stored in the blue stack. Such a vector is associated to each state of this stack.

emptiness_check_ptr spot::explicit_tau03_search ( const const_twa_ptr &  a,
option_map  o = option_map() 
)

#include <spot/twaalgos/tau03.hh>

Returns an emptiness checker on the spot::tgba automaton a.

Precondition
The automaton a must have at least one acceptance condition.

During the visit of a, the returned checker stores explicitely all the traversed states. The implemented algorithm is the following:

procedure check ()
begin
  call dfs_blue(s0);
end;

procedure dfs_blue (s)
begin
  s.color = blue;
  s.acc = emptyset;
  for all t in post(s) do
    if t.color == white then
      call dfs_blue(t);
    end if;
  end for;
  for all t in post(s) do
    let (s, l, a, t) be the edge from s to t;
    if s.acc U a not included in t.acc then
      call dfs_red(t, a U s.acc);
    end if;
  end for;
  if s.acc == all_acc then
    report a cycle;
  end if;
end;

procedure dfs_red(s, A)
begin
  s.acc = s.acc U A;
  for all t in post(s) do
    if t.color != white and A not included in t.acc then
      call dfs_red(t, A);
    end if;
  end for;
end;

This algorithm is the one presented in

@techreport{HUT-TCS-A83,
   address = {Espoo, Finland},
   author = {Heikki Tauriainen},
   institution = {Helsinki University of Technology, Laboratory for
   Theoretical Computer Science},
   month = {December},
   number = {A83},
   pages = {132},
   title = {On Translating Linear Temporal Logic into Alternating and
   Nondeterministic Automata},
   type = {Research Report},
   year = {2003},
   url = {http://www.tcs.hut.fi/Publications/info/bibdb.HUT-TCS-A83.shtml}
}
emptiness_check_ptr spot::magic_search ( const const_twa_ptr &  a,
option_map  o = option_map() 
)

#include <spot/twaalgos/magic.hh>

Wrapper for the two magic_search implementations.

This wrapper calls explicit_magic_search_search() or bit_state_hashing_magic_search() according to the "bsh" option in the option_map. If "bsh" is set and non null, its value is used as the size of the hash map.

emptiness_check_ptr spot::se05 ( const const_twa_ptr &  a,
option_map  o 
)

#include <spot/twaalgos/se05.hh>

Wrapper for the two se05 implementations.

This wrapper calls explicit_se05_search() or bit_state_hashing_se05_search() according to the "bsh" option in the option_map. If "bsh" is set and non null, its value is used as the size of the hash map.


Please direct any question, comment, or bug report to the Spot mailing list at spot@lrde.epita.fr.
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