how_to_use
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how_to_use [2018/01/24 13:11] – admin | how_to_use [2018/03/29 16:54] (current) – liyong | ||
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- | Below we demonstrate how to use our learner to learn the ω-regular language L=a< | + | Below we demonstrate how to use our learner to learn the ω-regular language L=a< |
| | ||
=== Prepare a BA file === | === Prepare a BA file === | ||
Line 16: | Line 16: | ||
a, | a, | ||
a, | a, | ||
- | b, | + | a, |
b, | b, | ||
[1] | [1] | ||
[2] | [2] | ||
</ | </ | ||
+ | In ROLL, one can create the above Büchi automaton as follows: | ||
+ | <code java> | ||
+ | // first create an alphabet | ||
+ | Alphabet alphabet = new Alphabet(); | ||
+ | alphabet.addLetter(' | ||
+ | alphabet.addLetter(' | ||
+ | // create an NBA with alphabet | ||
+ | NBA target = new NBA(alphabet); | ||
+ | target.createState(); | ||
+ | target.createState(); | ||
+ | target.createState(); | ||
+ | | ||
+ | // add transitions for NBA recognizing a^w + ab^w | ||
+ | int fst = 0, snd = 1, thd = 2; | ||
+ | target.getState(fst).addTransition(alphabet.indexOf(' | ||
+ | target.getState(fst).addTransition(alphabet.indexOf(' | ||
+ | target.getState(snd).addTransition(alphabet.indexOf(' | ||
+ | target.getState(thd).addTransition(alphabet.indexOf(' | ||
+ | target.setInitial(fst); | ||
+ | target.setFinal(snd); | ||
+ | target.setFinal(thd); | ||
+ | </ | ||
=== Prepare a HANOI file === | === Prepare a HANOI file === | ||
The input automaton should have only one initial state. | The input automaton should have only one initial state. | ||
Line 60: | Line 82: | ||
=== Call a learner and specify the BA construction === | === Call a learner and specify the BA construction === | ||
<code java> | <code java> | ||
- | // specify | + | // use the under-approximation method to construct a BA from an FDFA |
+ | options.approximation = Options.Approximation.UNDER; | ||
+ | // set NBA learner, here we use tree-based | ||
+ | options.algorithm = Options.Algorithm.SYNTACTIC; | ||
+ | options.structure = Options.Structure.TREE; | ||
LearnerBase< | LearnerBase< | ||
if(options.algorithm == Options.Algorithm.NBA_LDOLLAR) { | if(options.algorithm == Options.Algorithm.NBA_LDOLLAR) { | ||
- | | + | // input teacher as a membership oracle for the learner |
+ | learner = new LearnerNBALDollar(options, | ||
}else if(options.algorithm == Options.Algorithm.PERIODIC | }else if(options.algorithm == Options.Algorithm.PERIODIC | ||
|| options.algorithm == Options.Algorithm.SYNTACTIC | || options.algorithm == Options.Algorithm.SYNTACTIC | ||
|| options.algorithm == Options.Algorithm.RECURRENT) { | || options.algorithm == Options.Algorithm.RECURRENT) { | ||
- | | + | |
} else { | } else { | ||
throw new UnsupportedOperationException(" | throw new UnsupportedOperationException(" | ||
Line 110: | Line 137: | ||
The complete code is the class roll.main.Executor. | The complete code is the class roll.main.Executor. | ||
+ | |||
===== Acknowledgement ===== | ===== Acknowledgement ===== | ||
We use [[http:// | We use [[http:// |
how_to_use.1516770719.txt.gz · Last modified: 2018/01/24 13:11 by admin