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GOAL Extended Towards a Research Tool for Omega Automata and Temporal Logic

GOAL Extended Towards a Research Tool for Omega Automata and Temporal Logic
GOAL Extended Towards a Research Tool for Omega Automata and Temporal Logic

GOAL Extended:Towards a Research Tool for Omega Automata and Temporal Logic Yih-Kuen Tsay,Yu-Fang Chen,Ming-Hsien Tsai,Wen-Chin Chan,and

Chi-Jian Luo

Department of Information Management,National Taiwan University,Taiwan Abstract.This paper reports extensions to the GOAL tool that enable

it to become a research tool for omega automata and temporal logic.The

extensions include an expanded collection of translation,simpli?cation,

and complementation algorithms,a command-line mode which makes

GOAL functions accessible by programs,and utility functions for such

common tasks as?le format conversion,random formulae generation,

and statistics collection.

1Introduction

GOAL(https://www.wendangku.net/doc/1510115961.html,.tw)is a graphical interactive tool for de?n-ing and manipulatingω-automata,in particular B¨u chi automata,and temporal logic formulae.It was?rst formally introduced in[20].Two most useful and dis-tinctive functions of GOAL are(1)translation of quanti?ed propositional linear temporal logic(QPTL)formulae into equivalent B¨u chi automata and(2)equiv-alence test between two B¨u chi automata or between a B¨u chi automaton and a QPTL formula.With these and other utility functions,the GOAL tool may be used for educational purposes and for supplementing automata-theoretic model checkers such as SPIN[8].For example,the user may use GOAL to prepare a B¨u chi automaton diagram that is checked to be correct in that it is equivalent to another larger reference B¨u chi automaton or some easier-to-understand QPTL formula.

In this paper,we report extensions to GOAL that enable it to become a research tool forω-automata and temporal logic.We have at present focused on B¨u chi automata and PTL(which subsumes LTL).The extensions and their usage for supporting research are described in the next section.Table1sum-marizes the major algorithms implemented in GOAL.Though the number of supported functions does not actually increase,a larger collection of algorithms are very useful for various research purposes.In addition,several utility func-tions have been implemented for common tasks in experimentation such as(1) collecting statistic data and(2)generating random automata and temporal for-mulae.These functions allow researchers to test correctness of their translation This work was partially supported by the iCAST project sponsored by the National Science Council,Taiwan,under the Grant No.NSC96-3114-P-001-002-Y.

algorithm,collect comparison data,and,with GOAL’s graphical interface,vi-sually observe and manipulate automata generated from their algorithm.The extensions also enhance the original roles of GOAL as a learning/teaching tool

and as a supplementary model-checking tool.

Translation Complementation

Tableau*,Inc.Tableau[9],Temp.Tester[10],Safra*,WAPA[18],WAA[11],Piterman[13] GPVW[5],GPVW+[5],LTL2AUT[1],Simpli?cation

LTL2AUT+[19],LTL2BA[3],PLTL2BA[4]Simulation*,Pruning fair sets[15]

Table1.Major algorithms in GOAL.An*indicates that the algorithm had already

been implemented in earlier versions of GOAL[20].

2The Extensions for Supporting Research

In this section,we detail the extensions to GOAL and explain how they may be used for supporting research.

–Translation Algorithms:In addition to the Tableau algorithm[12],we have now implemented eight translation algorithms.Four(Tableau,Incre-

mental Tableau,Temporal Tester,and PLTL2BA)of the nine algorithms

originally support past operators.We have extended three more(GPVW,

LTL2AUT,and LTL2AUT+)to allow past operators.All these nine algo-

rithms are further extended to support quanti?cation on propositions.

As an illustration of usage,Table3summarizes the results of translating the

following two equivalent formulae into generalized B¨u chi automata by seven

algorithms:

1.?(3p→(?p U(q∧?p∧ (?p U r))))

2.?2(p→(?3(r∧? ?3q)))

Each formula is the negation of a formula stating that p must be triggered

by q and r with q occurring strictly before r.The?rst formula with only

future operators is taken from the Spec Patterns respository[16].

–Complementation and Simpli?cation Algorithms:In addition to Safra’s construction,GOAL now has another three complementation algorithms,in-

cluding complementation via weak alternating parity automata(WAPA)[18],

complementation via weak alternating automata(WAA)[11],and Piter-

man’s construction[13].Cross-checking greatly increases our con?dence in

the correctness of the di?erent complementation algorithms,which are di?-

cult,and hence the correctness of the language containment and equivalence

tests.GOAL applies simpli?cation algorithms to the input automata before

an equivalence test,and this substantially enhances the performance.Besides

the simulation-based method in[15],we have also implemented simpli?cation

heuristics based on pruning fair sets in the same work.

No.

Extended Extended Extended

Tableau GPVW GPVW+LTL2AUT LTL2AUT+LTL2BA PLTL2BA st tran acc st tran acc st tran acc st tran acc st tran acc st tran acc st tran acc

1.655503724561492881228412110518301331181

2.49396113551---92318171---15381

1.146831458113521134618271830114411

2.102617211---51015101---10231 Table

https://www.wendangku.net/doc/1510115961.html,parison of seven translation algorithms without and with simpli?cation. The column acc indicates the number of acceptance sets.

–The Command-Line Mode:This mode makes most of the GOAL func-tions accessible by programs or shell scripts.It therefore provides an interface between GOAL and external tools.Sample shell scripts that compare trans-lation algorithms and output the results as text?les are provided.They can be easily adapted to handle other di?erent tasks.

–Utility Functions:Utility functions are available for collecting statistic data(numbers of states,transitions,and acceptance sets)and for generating random automata and random temporal formulae.Outputs from external automata tools MoDeLLa[14]and LTL2Buchi[6]may also be converted to the GOAL File Format(GFF,which is an XML?le format designed to cover allω-automata)for further processing by GOAL.

We now describe a typical use case for the above functions,namely checking correctness of a translation algorithm.This task can be performed with high con?dence by comparing the results of the algorithm under test with(1) those of a large number of di?erent translation algorithms,(2)those of a reference algorithm,or(3)a set of reference answers,consisting of pairs of formulae and their equivalent B¨u chi automata.

We assume a reference algorithm.To carry out the correctness checking pro-cess,generate an adequate number of random temporal formulae and then apply the following procedure repeatedly for each formula f:

https://www.wendangku.net/doc/1510115961.html,e the reference algorithm to generate two automata A f and A?f that are

equivalent to f and?f respectively.

https://www.wendangku.net/doc/1510115961.html,e the algorithm under test to translate f into an automaton B.

3.Test if both A?f∩B and A f∩B are empty.

If all the emptiness tests succeed,then the algorithm should be correct.Oth-erwise,GOAL will produce counterexamples which can be run interactively on the automata to“see”what the problem might be.We developed our transla-tion algorithms in this manner.GOAL helped us to?nd some subtle bugs and possible room for improvement.

3Performance Evaluation and An Example Experiment We present an experiment that,on the one hand,evaluates the performance of GOAL and,on the other,demonstrates experimental comparative studies that may be conducted with GOAL.The experiment was run on an Intel Xeon 3.2GHz machine with2GB of memory allocated to the Java Virtual Machine.

States Transitions Time Timeout ?f to BA1629690651.0s0

Safra246111721175.7s6

Simpli?cation+Safra2077970722.1s+114.8s5

WAPA8919649022786346.3s51

Simpli?cation+WAPA882842524814.0s+202.9s27

WAA2920278703629.4s51

Simpli?cation+WAA188********.1s+167.3s27

Piterman181********.5s5

Simpli?cation+Piterman1531691623.4s+442.4s3

https://www.wendangku.net/doc/1510115961.html,parison of complementation algorithms without and with simpli?cation. Only successful runs are accounted in the accumulated States,Transitions,and Time.

In the experiment,we compared the four complementation algorithms imple-mented in GOAL without and with simpli?cation.Note that the performance of a complementation algorithm dictates the performance of the equivalence test function it supports.We generated300random PTL formulae with a length of5and translated them into B¨u chi automata as inputs using the LTL2AUT algorithm.None of the300formulae are valid or unsatis?able.The average size of the input automata is about5.4.We set a timeout of10minutes.From this experiment,we found that(1)Safra’s and Piterman’s algorithms perform much better than complementation via WAPA and complementation via WAA and(2)simpli?cation can signi?cantly speed up the complementation task,es-pecially complementation via WAPA and complementation via WAA.

4Remarks

The extension of GOAL will continue to include a few more complementation algorithms,for example[2].Another e?ort will be to include even more trans-lation algorithms,in particular those that utilize intermediary automata with acceptance conditions on transitions such as[17]and those that do simpli?cation while constructing automata on-the-?y[7].The fact that Safra’s and Piterman’s algorithms in average work better than complementation via WAPA and com-plementation via WAA is also worthy of further investigation. Acknowledgment.We thank Susan H.Rodger at Duke University for granting us the permission to use and modify the JFLAP source code.

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