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Example 66 with Context

use of com.sri.ai.grinder.sgdpllt.api.Context in project aic-expresso by aic-sri-international.

the class SGDPLLTTester method testMultiVariableConstraints.

/**
	 * Given a theory and a number <code>n</code> of multi-variable constraint tests,
	 * generates <code>n</code> formulas in the theory
	 * and see if those detected as unsatisfiable by the corresponding solver
	 * are indeed unsatisfiable (checked by brute force).
	 * Throws an {@link Error} with the failure description if a test fails.
	 * @param theoryTestingSupport
	 * @param numberOfTests
	 * @param maxNumberOfLiterals
	 * @param outputCount
	 */
public static void testMultiVariableConstraints(boolean testAgainstBruteForce, TheoryTestingSupport theoryTestingSupport, long numberOfTests, int maxNumberOfLiterals, boolean outputCount) {
    NullaryFunction<Constraint> makeInitialConstraint = () -> new DefaultMultiVariableConstraint(theoryTestingSupport.getTheory());
    Context context = theoryTestingSupport.makeContextWithTestingInformation();
    Function<Constraint, Expression> makeRandomLiteral = c -> theoryTestingSupport.makeRandomLiteral(context);
    // DefaultMultiVariableConstraint is incomplete
    TestRunner tester = SGDPLLTTester::testIncompleteSatisfiability;
    runTesterGivenOnSuccessiveConjunctionsOfLiterals("incomplete satisfiability", tester, numberOfTests, maxNumberOfLiterals, testAgainstBruteForce, theoryTestingSupport, makeInitialConstraint, makeRandomLiteral, outputCount, context);
}
Also used : CompleteMultiVariableContext(com.sri.ai.grinder.sgdpllt.core.constraint.CompleteMultiVariableContext) Context(com.sri.ai.grinder.sgdpllt.api.Context) BinaryFunction(com.sri.ai.util.base.BinaryFunction) Util.removeFromSetNonDestructively(com.sri.ai.util.Util.removeFromSetNonDestructively) SubExpressionsDepthFirstIterator(com.sri.ai.expresso.helper.SubExpressionsDepthFirstIterator) Expression(com.sri.ai.expresso.api.Expression) Constraint(com.sri.ai.grinder.sgdpllt.api.Constraint) Function(java.util.function.Function) GrinderUtil(com.sri.ai.grinder.helper.GrinderUtil) Util.in(com.sri.ai.util.Util.in) ThereExists(com.sri.ai.grinder.sgdpllt.library.boole.ThereExists) AbstractIterativeMultiIndexQuantifierElimination(com.sri.ai.grinder.sgdpllt.interpreter.AbstractIterativeMultiIndexQuantifierElimination) Expressions.parse(com.sri.ai.expresso.helper.Expressions.parse) Map(java.util.Map) CompleteMultiVariableContext(com.sri.ai.grinder.sgdpllt.core.constraint.CompleteMultiVariableContext) And(com.sri.ai.grinder.sgdpllt.library.boole.And) DefaultMultiVariableConstraint(com.sri.ai.grinder.sgdpllt.core.constraint.DefaultMultiVariableConstraint) ZERO(com.sri.ai.expresso.helper.Expressions.ZERO) LinkedHashSet(java.util.LinkedHashSet) Sets(com.sri.ai.grinder.sgdpllt.library.set.Sets) Type(com.sri.ai.expresso.api.Type) NullaryFunction(com.sri.ai.util.base.NullaryFunction) Util.join(com.sri.ai.util.Util.join) SingleVariableConstraint(com.sri.ai.grinder.sgdpllt.api.SingleVariableConstraint) Simplifier(com.sri.ai.grinder.sgdpllt.rewriter.api.Simplifier) Collection(java.util.Collection) Util.list(com.sri.ai.util.Util.list) Set(java.util.Set) Expressions.getVariableReferences(com.sri.ai.expresso.helper.Expressions.getVariableReferences) Context(com.sri.ai.grinder.sgdpllt.api.Context) QuantifiedExpression(com.sri.ai.expresso.api.QuantifiedExpression) Theory(com.sri.ai.grinder.sgdpllt.api.Theory) Beta(com.google.common.annotations.Beta) IndexExpressions(com.sri.ai.grinder.sgdpllt.library.indexexpression.IndexExpressions) Expressions.makeSymbol(com.sri.ai.expresso.helper.Expressions.makeSymbol) Util(com.sri.ai.util.Util) AssociativeCommutativeGroup(com.sri.ai.grinder.sgdpllt.group.AssociativeCommutativeGroup) Util.pickKElementsWithoutReplacement(com.sri.ai.util.Util.pickKElementsWithoutReplacement) TRUE(com.sri.ai.expresso.helper.Expressions.TRUE) BruteForceCommonInterpreter(com.sri.ai.grinder.sgdpllt.interpreter.BruteForceCommonInterpreter) AssignmentsIterator(com.sri.ai.grinder.helper.AssignmentsIterator) Constraint(com.sri.ai.grinder.sgdpllt.api.Constraint) DefaultMultiVariableConstraint(com.sri.ai.grinder.sgdpllt.core.constraint.DefaultMultiVariableConstraint) SingleVariableConstraint(com.sri.ai.grinder.sgdpllt.api.SingleVariableConstraint) Expression(com.sri.ai.expresso.api.Expression) QuantifiedExpression(com.sri.ai.expresso.api.QuantifiedExpression) DefaultMultiVariableConstraint(com.sri.ai.grinder.sgdpllt.core.constraint.DefaultMultiVariableConstraint)

Example 67 with Context

use of com.sri.ai.grinder.sgdpllt.api.Context in project aic-expresso by aic-sri-international.

the class SGDPLLTTester method runModelCountingTestForSingleVariableConstraint.

private static void runModelCountingTestForSingleVariableConstraint(Expression variable, Collection<Expression> literals, Constraint constraint, boolean testAgainstBruteForce, Theory theory, Context context) {
    Expression literalsConjunction = And.make(literals);
    String problemDescription = "model counting of " + literalsConjunction + " for variable " + variable;
    output("Problem: " + problemDescription);
    Simplifier symbolicSolver = (e, p) -> computeModelCountBySolver((SingleVariableConstraint) e, p);
    SingleVariableConstraint singleVariableConstraint = (SingleVariableConstraint) constraint;
    Expression symbolicSolution = symbolicSolver.apply(singleVariableConstraint, context);
    if (Util.thereExists(new SubExpressionsDepthFirstIterator(symbolicSolution), e -> e instanceof QuantifiedExpression || Sets.isIntensionalSet(e))) {
        throw new Error("Symbolic solution is not quantifier-free: " + symbolicSolution);
    }
    output("Symbolic result: " + symbolicSolution);
    if (testAgainstBruteForce) {
        if (singleVariableConstraint.isContradiction()) {
            if (!symbolicSolution.equals(ZERO)) {
                throw new Error("Constraint is contradiction, but symbolic solver does not produce 0, but instead " + symbolicSolution);
            }
        } else {
            Expression testingVariable = singleVariableConstraint.getVariable();
            Set<Expression> allVariables = getVariableReferences(singleVariableConstraint, context);
            Collection<Expression> otherVariables = removeFromSetNonDestructively(allVariables, v -> v.equals(testingVariable));
            BinaryFunction<BruteForceCommonInterpreter, Context, Expression> fromInterpreterAndContextWithAssignmentToOtherVariablesToBruteForceSolution = (interpreter, contextWithAssignmentToOtherVariables) -> bruteForceModelCounterForVariableGivenInterpreterAndAssignmentToOtherVariables(variable, literalsConjunction, interpreter, theory, contextWithAssignmentToOtherVariables);
            testSymbolicVsBruteForceComputationForEachAssignment(theory, problemDescription, otherVariables, symbolicSolution, fromInterpreterAndContextWithAssignmentToOtherVariablesToBruteForceSolution, context);
        }
    } else {
        output("Skipping test againt brute-force.");
    }
}
Also used : BinaryFunction(com.sri.ai.util.base.BinaryFunction) Util.removeFromSetNonDestructively(com.sri.ai.util.Util.removeFromSetNonDestructively) SubExpressionsDepthFirstIterator(com.sri.ai.expresso.helper.SubExpressionsDepthFirstIterator) Expression(com.sri.ai.expresso.api.Expression) Constraint(com.sri.ai.grinder.sgdpllt.api.Constraint) Function(java.util.function.Function) GrinderUtil(com.sri.ai.grinder.helper.GrinderUtil) Util.in(com.sri.ai.util.Util.in) ThereExists(com.sri.ai.grinder.sgdpllt.library.boole.ThereExists) AbstractIterativeMultiIndexQuantifierElimination(com.sri.ai.grinder.sgdpllt.interpreter.AbstractIterativeMultiIndexQuantifierElimination) Expressions.parse(com.sri.ai.expresso.helper.Expressions.parse) Map(java.util.Map) CompleteMultiVariableContext(com.sri.ai.grinder.sgdpllt.core.constraint.CompleteMultiVariableContext) And(com.sri.ai.grinder.sgdpllt.library.boole.And) DefaultMultiVariableConstraint(com.sri.ai.grinder.sgdpllt.core.constraint.DefaultMultiVariableConstraint) ZERO(com.sri.ai.expresso.helper.Expressions.ZERO) LinkedHashSet(java.util.LinkedHashSet) Sets(com.sri.ai.grinder.sgdpllt.library.set.Sets) Type(com.sri.ai.expresso.api.Type) NullaryFunction(com.sri.ai.util.base.NullaryFunction) Util.join(com.sri.ai.util.Util.join) SingleVariableConstraint(com.sri.ai.grinder.sgdpllt.api.SingleVariableConstraint) Simplifier(com.sri.ai.grinder.sgdpllt.rewriter.api.Simplifier) Collection(java.util.Collection) Util.list(com.sri.ai.util.Util.list) Set(java.util.Set) Expressions.getVariableReferences(com.sri.ai.expresso.helper.Expressions.getVariableReferences) Context(com.sri.ai.grinder.sgdpllt.api.Context) QuantifiedExpression(com.sri.ai.expresso.api.QuantifiedExpression) Theory(com.sri.ai.grinder.sgdpllt.api.Theory) Beta(com.google.common.annotations.Beta) IndexExpressions(com.sri.ai.grinder.sgdpllt.library.indexexpression.IndexExpressions) Expressions.makeSymbol(com.sri.ai.expresso.helper.Expressions.makeSymbol) Util(com.sri.ai.util.Util) AssociativeCommutativeGroup(com.sri.ai.grinder.sgdpllt.group.AssociativeCommutativeGroup) Util.pickKElementsWithoutReplacement(com.sri.ai.util.Util.pickKElementsWithoutReplacement) TRUE(com.sri.ai.expresso.helper.Expressions.TRUE) BruteForceCommonInterpreter(com.sri.ai.grinder.sgdpllt.interpreter.BruteForceCommonInterpreter) AssignmentsIterator(com.sri.ai.grinder.helper.AssignmentsIterator) CompleteMultiVariableContext(com.sri.ai.grinder.sgdpllt.core.constraint.CompleteMultiVariableContext) Context(com.sri.ai.grinder.sgdpllt.api.Context) BruteForceCommonInterpreter(com.sri.ai.grinder.sgdpllt.interpreter.BruteForceCommonInterpreter) SingleVariableConstraint(com.sri.ai.grinder.sgdpllt.api.SingleVariableConstraint) QuantifiedExpression(com.sri.ai.expresso.api.QuantifiedExpression) Expression(com.sri.ai.expresso.api.Expression) QuantifiedExpression(com.sri.ai.expresso.api.QuantifiedExpression) Simplifier(com.sri.ai.grinder.sgdpllt.rewriter.api.Simplifier) SubExpressionsDepthFirstIterator(com.sri.ai.expresso.helper.SubExpressionsDepthFirstIterator)

Example 68 with Context

use of com.sri.ai.grinder.sgdpllt.api.Context in project aic-expresso by aic-sri-international.

the class SGDPLLTTester method bruteForceModelCounterForVariableGivenInterpreterAndAssignmentToOtherVariables.

private static Expression bruteForceModelCounterForVariableGivenInterpreterAndAssignmentToOtherVariables(Expression variable, Expression conjunction, BruteForceCommonInterpreter interpreter, Theory theory, Context context) {
    output("Computing model count by brute force of: " + conjunction);
    int modelCount = 0;
    Expression testingVariable = variable;
    AssignmentsIterator testingVariableAssignmentsIterator = new AssignmentsIterator(list(testingVariable), context);
    for (Map<Expression, Expression> testingVariableAssignment : in(testingVariableAssignmentsIterator)) {
        Context extendedContext = AbstractIterativeMultiIndexQuantifierElimination.extendAssignments(testingVariableAssignment, context);
        Expression value = interpreter.apply(conjunction, extendedContext);
        if (value.equals(TRUE)) {
            modelCount++;
        }
    //			output("For " + completeInterpreter.getAssignment() + ",");
    //			output("value is " + value);
    //			output("Model count is " + modelCount + "\n");
    }
    return makeSymbol(modelCount);
}
Also used : CompleteMultiVariableContext(com.sri.ai.grinder.sgdpllt.core.constraint.CompleteMultiVariableContext) Context(com.sri.ai.grinder.sgdpllt.api.Context) Expression(com.sri.ai.expresso.api.Expression) QuantifiedExpression(com.sri.ai.expresso.api.QuantifiedExpression) AssignmentsIterator(com.sri.ai.grinder.helper.AssignmentsIterator) Constraint(com.sri.ai.grinder.sgdpllt.api.Constraint) DefaultMultiVariableConstraint(com.sri.ai.grinder.sgdpllt.core.constraint.DefaultMultiVariableConstraint) SingleVariableConstraint(com.sri.ai.grinder.sgdpllt.api.SingleVariableConstraint)

Example 69 with Context

use of com.sri.ai.grinder.sgdpllt.api.Context in project aic-expresso by aic-sri-international.

the class SGDPLLTTester method testSingleVariableConstraints.

/**
	 * Given a theory and a number <code>n</code> of single-variable constraint tests,
	 * generates <code>n</code> formulas in the theory
	 * and see if those detected as unsatisfiable by the corresponding solver
	 * are indeed unsatisfiable (checked by brute force).
	 * Throws an {@link Error} with the failure description if a test fails.
	 * @param theoryTestingSupport
	 * @param numberOfTests
	 * @param maxNumberOfLiterals
	 * @param outputCount
	 */
public static void testSingleVariableConstraints(boolean testAgainstBruteForce, TheoryTestingSupport theoryTestingSupport, long numberOfTests, int maxNumberOfLiterals, boolean outputCount) {
    Context context = theoryTestingSupport.makeContextWithTestingInformation();
    NullaryFunction<Constraint> makeInitialConstraint = () -> theoryTestingSupport.getTheory().makeSingleVariableConstraint(parse(theoryTestingSupport.pickTestingVariableAtRandom()), theoryTestingSupport.getTheory(), context);
    Function<Constraint, Expression> makeRandomLiteral = c -> theoryTestingSupport.makeRandomLiteralOn(((SingleVariableConstraint) c).getVariable().toString(), context);
    boolean isComplete = theoryTestingSupport.getTheory().singleVariableConstraintIsCompleteWithRespectToItsVariable();
    TestRunner tester = isComplete ? SGDPLLTTester::testCompleteSatisfiability : SGDPLLTTester::testIncompleteSatisfiability;
    String problemName = (isComplete ? "complete" : "incomplete") + " satisfiability for single-variable constraints";
    runTesterGivenOnSuccessiveConjunctionsOfLiterals(problemName, tester, numberOfTests, maxNumberOfLiterals, testAgainstBruteForce, theoryTestingSupport, makeInitialConstraint, makeRandomLiteral, outputCount, context);
}
Also used : CompleteMultiVariableContext(com.sri.ai.grinder.sgdpllt.core.constraint.CompleteMultiVariableContext) Context(com.sri.ai.grinder.sgdpllt.api.Context) BinaryFunction(com.sri.ai.util.base.BinaryFunction) Util.removeFromSetNonDestructively(com.sri.ai.util.Util.removeFromSetNonDestructively) SubExpressionsDepthFirstIterator(com.sri.ai.expresso.helper.SubExpressionsDepthFirstIterator) Expression(com.sri.ai.expresso.api.Expression) Constraint(com.sri.ai.grinder.sgdpllt.api.Constraint) Function(java.util.function.Function) GrinderUtil(com.sri.ai.grinder.helper.GrinderUtil) Util.in(com.sri.ai.util.Util.in) ThereExists(com.sri.ai.grinder.sgdpllt.library.boole.ThereExists) AbstractIterativeMultiIndexQuantifierElimination(com.sri.ai.grinder.sgdpllt.interpreter.AbstractIterativeMultiIndexQuantifierElimination) Expressions.parse(com.sri.ai.expresso.helper.Expressions.parse) Map(java.util.Map) CompleteMultiVariableContext(com.sri.ai.grinder.sgdpllt.core.constraint.CompleteMultiVariableContext) And(com.sri.ai.grinder.sgdpllt.library.boole.And) DefaultMultiVariableConstraint(com.sri.ai.grinder.sgdpllt.core.constraint.DefaultMultiVariableConstraint) ZERO(com.sri.ai.expresso.helper.Expressions.ZERO) LinkedHashSet(java.util.LinkedHashSet) Sets(com.sri.ai.grinder.sgdpllt.library.set.Sets) Type(com.sri.ai.expresso.api.Type) NullaryFunction(com.sri.ai.util.base.NullaryFunction) Util.join(com.sri.ai.util.Util.join) SingleVariableConstraint(com.sri.ai.grinder.sgdpllt.api.SingleVariableConstraint) Simplifier(com.sri.ai.grinder.sgdpllt.rewriter.api.Simplifier) Collection(java.util.Collection) Util.list(com.sri.ai.util.Util.list) Set(java.util.Set) Expressions.getVariableReferences(com.sri.ai.expresso.helper.Expressions.getVariableReferences) Context(com.sri.ai.grinder.sgdpllt.api.Context) QuantifiedExpression(com.sri.ai.expresso.api.QuantifiedExpression) Theory(com.sri.ai.grinder.sgdpllt.api.Theory) Beta(com.google.common.annotations.Beta) IndexExpressions(com.sri.ai.grinder.sgdpllt.library.indexexpression.IndexExpressions) Expressions.makeSymbol(com.sri.ai.expresso.helper.Expressions.makeSymbol) Util(com.sri.ai.util.Util) AssociativeCommutativeGroup(com.sri.ai.grinder.sgdpllt.group.AssociativeCommutativeGroup) Util.pickKElementsWithoutReplacement(com.sri.ai.util.Util.pickKElementsWithoutReplacement) TRUE(com.sri.ai.expresso.helper.Expressions.TRUE) BruteForceCommonInterpreter(com.sri.ai.grinder.sgdpllt.interpreter.BruteForceCommonInterpreter) AssignmentsIterator(com.sri.ai.grinder.helper.AssignmentsIterator) SingleVariableConstraint(com.sri.ai.grinder.sgdpllt.api.SingleVariableConstraint) Constraint(com.sri.ai.grinder.sgdpllt.api.Constraint) DefaultMultiVariableConstraint(com.sri.ai.grinder.sgdpllt.core.constraint.DefaultMultiVariableConstraint) SingleVariableConstraint(com.sri.ai.grinder.sgdpllt.api.SingleVariableConstraint) Expression(com.sri.ai.expresso.api.Expression) QuantifiedExpression(com.sri.ai.expresso.api.QuantifiedExpression)

Example 70 with Context

use of com.sri.ai.grinder.sgdpllt.api.Context in project aic-expresso by aic-sri-international.

the class IntersectionIntensionalSetsSimplifier method simplify.

public static Expression simplify(Expression expression, Context context) {
    Expression result = expression;
    if (expression.hasFunctor(FunctorConstants.INTERSECTION)) {
        List<Expression> intensionalMultiSetArgs = new ArrayList<>();
        List<Expression> nonIntensionalMultiSetArgs = new ArrayList<>();
        for (Expression arg : expression.getArguments()) {
            if (Sets.isIntensionalMultiSet(arg)) {
                intensionalMultiSetArgs.add(arg);
            } else {
                nonIntensionalMultiSetArgs.add(arg);
            }
        }
        if (intensionalMultiSetArgs.size() > 1) {
            boolean resultIsEmptySet = false;
            IntensionalSet intersectedMultiSet = (IntensionalSet) intensionalMultiSetArgs.get(0);
            for (int i = 1; i < intensionalMultiSetArgs.size() && !resultIsEmptySet; i++) {
                IntensionalSet otherMultiSet = standardizeApartIntensionalSets((IntensionalSet) intensionalMultiSetArgs.get(i), intersectedMultiSet, context);
                // {{ (on I1) H1 : C1 }} intersection {{ (on I2) H2 : C2 }}
                // ---->
                // {{ (on I1) H1 : C1 and evaluate(there exists I2 : C2 and H2 = H1) }}				
                IndexExpressionsSet i1 = intersectedMultiSet.getIndexExpressions();
                IndexExpressionsSet i2 = otherMultiSet.getIndexExpressions();
                Expression h1 = intersectedMultiSet.getHead();
                Expression h2 = otherMultiSet.getHead();
                Expression c1 = intersectedMultiSet.getCondition();
                Expression c2 = otherMultiSet.getCondition();
                Expression thereExists = ThereExists.make(i2, And.make(c2, Equality.make(h2, h1)));
                Context i1ExtendedContext = context.extendWith(i1);
                Expression thereExistsEvaluated = context.getTheory().evaluate(thereExists, i1ExtendedContext);
                if (thereExistsEvaluated.equals(false)) {
                    // They don't intersect, which means you have an empty
                    // set in the intersection, which means the whole thing
                    // results in the empty set.
                    resultIsEmptySet = true;
                } else if (!thereExistsEvaluated.equals(true)) {
                    // If we have a condition, other than false and true
                    // we will want to extend the current result by the condition
                    Expression extendedCondition = And.make(c1, thereExistsEvaluated);
                    intersectedMultiSet = (IntensionalSet) IntensionalSet.intensionalMultiSet(i1, h1, extendedCondition);
                    // Ensure we don't have a false condition.
                    Expression simplifiedIntersectedMultiSet = context.getTheory().evaluate(intersectedMultiSet, context);
                    if (Sets.isEmptySet(simplifiedIntersectedMultiSet)) {
                        resultIsEmptySet = true;
                    }
                }
            }
            if (resultIsEmptySet) {
                result = Sets.EMPTY_SET;
            } else if (nonIntensionalMultiSetArgs.size() > 0) {
                List<Expression> intersectedArgs = new ArrayList<>();
                intersectedArgs.add(intersectedMultiSet);
                intersectedArgs.addAll(nonIntensionalMultiSetArgs);
                result = Sets.makeIntersection(intersectedArgs.toArray(new Expression[intersectedArgs.size()]));
            } else {
                result = intersectedMultiSet;
            }
        }
    }
    return result;
}
Also used : Context(com.sri.ai.grinder.sgdpllt.api.Context) IntensionalSet(com.sri.ai.expresso.api.IntensionalSet) Expression(com.sri.ai.expresso.api.Expression) ArrayList(java.util.ArrayList) ArrayList(java.util.ArrayList) List(java.util.List) IndexExpressionsSet(com.sri.ai.expresso.api.IndexExpressionsSet)

Aggregations

Context (com.sri.ai.grinder.sgdpllt.api.Context)105 Expression (com.sri.ai.expresso.api.Expression)80 Test (org.junit.Test)48 TheoryTestingSupport (com.sri.ai.grinder.sgdpllt.tester.TheoryTestingSupport)36 TrueContext (com.sri.ai.grinder.sgdpllt.core.TrueContext)30 Type (com.sri.ai.expresso.api.Type)28 DifferenceArithmeticTheory (com.sri.ai.grinder.sgdpllt.theory.differencearithmetic.DifferenceArithmeticTheory)28 PropositionalTheory (com.sri.ai.grinder.sgdpllt.theory.propositional.PropositionalTheory)22 EqualityTheory (com.sri.ai.grinder.sgdpllt.theory.equality.EqualityTheory)20 CompoundTheory (com.sri.ai.grinder.sgdpllt.theory.compound.CompoundTheory)18 Constraint (com.sri.ai.grinder.sgdpllt.api.Constraint)17 Map (java.util.Map)17 Beta (com.google.common.annotations.Beta)16 CompleteMultiVariableContext (com.sri.ai.grinder.sgdpllt.core.constraint.CompleteMultiVariableContext)16 Expressions.parse (com.sri.ai.expresso.helper.Expressions.parse)14 Theory (com.sri.ai.grinder.sgdpllt.api.Theory)14 LinearRealArithmeticTheory (com.sri.ai.grinder.sgdpllt.theory.linearrealarithmetic.LinearRealArithmeticTheory)14 FunctionType (com.sri.ai.expresso.type.FunctionType)13 Util (com.sri.ai.util.Util)13 SingleVariableConstraint (com.sri.ai.grinder.sgdpllt.api.SingleVariableConstraint)12