public bool plResolution(String kbs, String alphaString)
{
KnowledgeBase kb = new KnowledgeBase();
kb.tell(kbs);
Sentence alpha = (Sentence)new PEParser().parse(alphaString);
return plResolution(kb, alpha);
}
public bool plfcEntails(KnowledgeBase kb, Symbol q)
{
List<HornClause> hornClauses = asHornClauses(kb.getSentences());
while (agenda.Count != 0)
{
Symbol p = agenda.Pop();
while (!inferred(p))
{
_inferred.Add(p, true);
for (int i = 0; i < hornClauses.Count; i++)
{
HornClause hornClause = hornClauses[i];
if (hornClause.premisesContainsSymbol(p))
{
decrementCount(hornClause);
if (countisZero(hornClause))
{
if (hornClause.head().Equals(q))
{
return true;
}
else
{
agenda.Push(hornClause.head());
}
}
}
}
}
}
return false;
}
public bool plfcEntails(KnowledgeBase kb, Symbol q)
{
List <HornClause> hornClauses = asHornClauses(kb.getSentences());
while (agenda.Count != 0)
{
Symbol p = agenda.Pop();
while (!inferred(p))
{
_inferred.Add(p, true);
for (int i = 0; i < hornClauses.Count; i++)
{
HornClause hornClause = hornClauses[i];
if (hornClause.premisesContainsSymbol(p))
{
decrementCount(hornClause);
if (countisZero(hornClause))
{
if (hornClause.head().Equals(q))
{
return(true);
}
else
{
agenda.Push(hornClause.head());
}
}
}
}
}
}
return(false);
}
public bool plResolution(String kbs, String alphaString)
{
KnowledgeBase kb = new KnowledgeBase();
kb.tell(kbs);
Sentence alpha = (Sentence) new PEParser().parse(alphaString);
return(plResolution(kb, alpha));
}
public bool ttEntails(KnowledgeBase kb, String alpha)
{
Sentence kbSentence = kb.asSentence();
Sentence querySentence = (Sentence)new PEParser().parse(alpha);
SymbolCollector collector = new SymbolCollector();
List<Symbol> kbSymbols = collector.getSymbolsIn(kbSentence);
List<Symbol> querySymbols = collector.getSymbolsIn(querySentence);
List<Symbol> symbols = SetOps.union(kbSymbols, querySymbols);
List<Symbol> symbolList = symbols;
return ttCheckAll(kbSentence, querySentence, symbolList, new Model());
}
public bool ttEntails(KnowledgeBase kb, String alpha)
{
Sentence kbSentence = kb.asSentence();
Sentence querySentence = (Sentence) new PEParser().parse(alpha);
SymbolCollector collector = new SymbolCollector();
List <Symbol> kbSymbols = collector.getSymbolsIn(kbSentence);
List <Symbol> querySymbols = collector.getSymbolsIn(querySentence);
List <Symbol> symbols = SetOps.union(kbSymbols, querySymbols);
List <Symbol> symbolList = symbols;
return(ttCheckAll(kbSentence, querySentence, symbolList, new Model()));
}
public void testAIMAExample()
{
KnowledgeBase kb = new KnowledgeBase();
kb.tell(" (P => Q)");
kb.tell("((L AND M) => P)");
kb.tell("((B AND L) => M)");
kb.tell("( (A AND P) => L)");
kb.tell("((A AND B) => L)");
kb.tell("(A)");
kb.tell("(B)");
Assert.AreEqual(true, plfce.plfcEntails(kb, "Q"));
}
public void testAIMAExample() {
KnowledgeBase kb = new KnowledgeBase();
kb.tell(" (P => Q)");
kb.tell("((L AND M) => P)");
kb.tell("((B AND L) => M)");
kb.tell("( (A AND P) => L)");
kb.tell("((A AND B) => L)");
kb.tell("(A)");
kb.tell("(B)");
WalkSAT walkSAT = new WalkSAT();
Model m = walkSAT.findModelFor(kb.asSentence().ToString(), 1000, 0.5);
if (m == null) {
System.Console.WriteLine("failure");
} else {
m.print();
}
}
public bool plResolution(KnowledgeBase kb, Sentence alpha)
{
Sentence kBAndNotAlpha = new BinarySentence("AND", kb.asSentence(),
new UnarySentence(alpha));
List<Sentence> clauses = new CNFClauseGatherer()
.getClausesFrom(new CNFTransformer().transform(kBAndNotAlpha));
clauses = filterOutClausesWithTwoComplementaryLiterals(clauses);
List<Sentence> newClauses = new List<Sentence>();
while (true)
{
List<List<Sentence>> pairs = getCombinationPairs(clauses);
for (int i = 0; i < pairs.Count; i++)
{
List<Sentence> pair = pairs[i];
// System.Console.WriteLine("pair number" + i+" of "+pairs.Count);
List<Sentence> resolvents = plResolve(pair[0], pair[1]);
resolvents = filterOutClausesWithTwoComplementaryLiterals(resolvents);
if (resolvents.Contains(new Symbol("EMPTY_CLAUSE")))
{
return true;
}
newClauses = SetOps.union(newClauses, resolvents);
// System.Console.WriteLine("clauseslist size = " +clauses.Count);
}
if (SetOps.intersection(newClauses, clauses).Count == newClauses
.Count)
{// subset test
return false;
}
clauses = SetOps.union(newClauses, clauses);
clauses = filterOutClausesWithTwoComplementaryLiterals(clauses);
}
}
public bool plResolution(KnowledgeBase kb, Sentence alpha)
{
Sentence kBAndNotAlpha = new BinarySentence("AND", kb.asSentence(),
new UnarySentence(alpha));
List <Sentence> clauses = new CNFClauseGatherer()
.getClausesFrom(new CNFTransformer().transform(kBAndNotAlpha));
clauses = filterOutClausesWithTwoComplementaryLiterals(clauses);
List <Sentence> newClauses = new List <Sentence>();
while (true)
{
List <List <Sentence> > pairs = getCombinationPairs(clauses);
for (int i = 0; i < pairs.Count; i++)
{
List <Sentence> pair = pairs[i];
// System.Console.WriteLine("pair number" + i+" of "+pairs.Count);
List <Sentence> resolvents = plResolve(pair[0], pair[1]);
resolvents = filterOutClausesWithTwoComplementaryLiterals(resolvents);
if (resolvents.Contains(new Symbol("EMPTY_CLAUSE")))
{
return(true);
}
newClauses = SetOps.union(newClauses, resolvents);
// System.Console.WriteLine("clauseslist size = " +clauses.Count);
}
if (SetOps.intersection(newClauses, clauses).Count == newClauses
.Count)
{// subset test
return(false);
}
clauses = SetOps.union(newClauses, clauses);
clauses = filterOutClausesWithTwoComplementaryLiterals(clauses);
}
}
public bool plResolution(KnowledgeBase kb, String alpha)
{
return(plResolution(kb, (Sentence) new PEParser().parse(alpha)));
}
public void setUp()
{
kb = new KnowledgeBase();
}
public void testTTEntailsSucceedsWithChadCarffsBugReport()
{
KnowledgeBase kb = new KnowledgeBase();
kb.tell("(B12 <=> (P11 OR (P13 OR (P22 OR P02))))");
kb.tell("(B21 <=> (P20 OR (P22 OR (P31 OR P11))))");
kb.tell("(B01 <=> (P00 OR (P02 OR P11)))");
kb.tell("(B10 <=> (P11 OR (P20 OR P00)))");
kb.tell("(NOT B21)");
kb.tell("(NOT B12)");
kb.tell("(B10)");
kb.tell("(B01)");
Assert.IsTrue(kb.askWithTTEntails("(P00)"));
Assert.IsFalse(kb.askWithTTEntails("(NOT P00)"));
}
public void setUp()
{
tte = new TTEntails();
kb = new KnowledgeBase();
}
public void testDoesNotKnow()
{
KnowledgeBase kb = new KnowledgeBase();
kb.tell("A");
Assert.IsFalse(kb.askWithTTEntails("B"));
Assert.IsFalse(kb.askWithTTEntails("(NOT B)"));
}
public bool plResolution(KnowledgeBase kb, String alpha)
{
return plResolution(kb, (Sentence)new PEParser().parse(alpha));
}
public bool plfcEntails(KnowledgeBase kb, String s)
{
return plfcEntails(kb, new Symbol(s));
}
public void testMultipleClauseResolution()
{
// test (and fix) suggested by Huy Dinh. Thanks Huy!
PLResolution plr = new PLResolution();
KnowledgeBase kb = new KnowledgeBase();
String fact = "((B11 <=> (P12 OR P21)) AND (NOT B11))";
kb.tell(fact);
plr.plResolution(kb, "(B)");
}
public bool plfcEntails(KnowledgeBase kb, String s)
{
return(plfcEntails(kb, new Symbol(s)));
}
