Implement integer variable detection
This adds support for detecting integer variables in formulas. The idea is to iteratively assume variables to be noninteger and to prove that this would lead to a false or erroneous result. If the proof is successful, the variable is integer as a consequence. The implementation consists of two parts. The first one is a visitor class that recursively searches for all declared variables in a formula and applies the second part, a custom check. Three such checks are implemented. The first one tests whether a predicate definition is falsified by making a variable noninteger, in which case it can be concluded that the variable in question is integer. The second one checks whether bound variables in a quantified formula turn the quantified part false, again to conclude that variables are integer. The third check consists in testing if making a variable noninteger turns the entire formula obtained from completion true. In this case, the statement can be dropped and the variable is concluded to be integer as well.
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22
include/anthem/IntegerVariableDetection.h
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include/anthem/IntegerVariableDetection.h
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#ifndef __ANTHEM__INTEGER_VARIABLE_DETECTION_H
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#define __ANTHEM__INTEGER_VARIABLE_DETECTION_H
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#include <anthem/AST.h>
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#include <anthem/Context.h>
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namespace anthem
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{
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////////////////////////////////////////////////////////////////////////////////////////////////////
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//
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// IntegerVariableDetection
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//
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////////////////////////////////////////////////////////////////////////////////////////////////////
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void detectIntegerVariables(std::vector<ast::Formula> &completedFormulas);
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////////////////////////////////////////////////////////////////////////////////////////////////////
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}
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#endif
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332
src/anthem/IntegerVariableDetection.cpp
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src/anthem/IntegerVariableDetection.cpp
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#include <anthem/IntegerVariableDetection.h>
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#include <anthem/ASTCopy.h>
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#include <anthem/ASTUtils.h>
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#include <anthem/ASTVisitors.h>
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#include <anthem/Evaluation.h>
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#include <anthem/Exception.h>
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#include <anthem/Simplification.h>
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#include <anthem/Type.h>
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#include <anthem/Utils.h>
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#include <anthem/output/AST.h>
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namespace anthem
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{
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////////////////////////////////////////////////////////////////////////////////////////////////////
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//
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// IntegerVariableDetection
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//
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////////////////////////////////////////////////////////////////////////////////////////////////////
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using VariableDomainMap = std::map<const ast::VariableDeclaration *, Domain>;
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////////////////////////////////////////////////////////////////////////////////////////////////////
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Domain domain(const ast::Variable &variable, VariableDomainMap &variableDomainMap)
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{
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if (variable.declaration->domain != Domain::Unknown)
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return variable.declaration->domain;
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const auto match = variableDomainMap.find(variable.declaration);
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if (match == variableDomainMap.end())
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return Domain::Unknown;
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return match->second;
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}
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////////////////////////////////////////////////////////////////////////////////////////////////////
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void clearVariableDomainMap(VariableDomainMap &variableDomainMap)
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{
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for (auto &variableDeclaration : variableDomainMap)
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variableDeclaration.second = Domain::Unknown;
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}
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////////////////////////////////////////////////////////////////////////////////////////////////////
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struct VariableDomainMapAccessor
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{
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Domain operator()(const ast::Variable &variable, VariableDomainMap &variableDomainMap)
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{
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return domain(variable, variableDomainMap);
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}
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};
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////////////////////////////////////////////////////////////////////////////////////////////////////
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Type type(const ast::Term &term, VariableDomainMap &variableDomainMap)
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{
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return type<VariableDomainMapAccessor>(term, variableDomainMap);
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}
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////////////////////////////////////////////////////////////////////////////////////////////////////
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EvaluationResult evaluate(const ast::Formula &formula, VariableDomainMap &variableDomainMap)
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{
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return evaluate<VariableDomainMap>(formula, variableDomainMap);
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}
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////////////////////////////////////////////////////////////////////////////////////////////////////
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template <class Functor>
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struct ForEachVariableDeclarationVisitor
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{
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template <class... Arguments>
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static OperationResult visit(ast::And &and_, Arguments &&... arguments)
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{
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auto operationResult = OperationResult::Unchanged;
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for (auto &argument : and_.arguments)
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if (argument.accept(ForEachVariableDeclarationVisitor(), std::forward<Arguments>(arguments)...) == OperationResult::Changed)
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operationResult = OperationResult::Changed;
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return operationResult;
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}
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template <class... Arguments>
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static OperationResult visit(ast::Biconditional &biconditional, Arguments &&... arguments)
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{
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auto operationResult = OperationResult::Unchanged;
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if (biconditional.left.accept(ForEachVariableDeclarationVisitor(), std::forward<Arguments>(arguments)...) == OperationResult::Changed)
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operationResult = OperationResult::Changed;
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if (biconditional.right.accept(ForEachVariableDeclarationVisitor(), std::forward<Arguments>(arguments)...) == OperationResult::Changed)
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operationResult = OperationResult::Changed;
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return operationResult;
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}
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template <class... Arguments>
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static OperationResult visit(ast::Boolean &, Arguments &&...)
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{
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return OperationResult::Unchanged;
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}
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template <class... Arguments>
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static OperationResult visit(ast::Comparison &, Arguments &&...)
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{
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return OperationResult::Unchanged;
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}
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template <class... Arguments>
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static OperationResult visit(ast::Exists &exists, Arguments &&... arguments)
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{
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auto operationResult = OperationResult::Unchanged;
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if (exists.argument.accept(ForEachVariableDeclarationVisitor(), std::forward<Arguments>(arguments)...) == OperationResult::Changed)
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operationResult = OperationResult::Changed;
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for (auto &variableDeclaration : exists.variables)
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if (Functor()(*variableDeclaration, exists.argument, std::forward<Arguments>(arguments)...) == OperationResult::Changed)
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operationResult = OperationResult::Changed;
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return operationResult;
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}
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template <class... Arguments>
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static OperationResult visit(ast::ForAll &forAll, Arguments &&... arguments)
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{
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auto operationResult = OperationResult::Unchanged;
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if (forAll.argument.accept(ForEachVariableDeclarationVisitor(), std::forward<Arguments>(arguments)...) == OperationResult::Changed)
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operationResult = OperationResult::Changed;
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for (auto &variableDeclaration : forAll.variables)
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if (Functor()(*variableDeclaration, forAll.argument, std::forward<Arguments>(arguments)...) == OperationResult::Changed)
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operationResult = OperationResult::Changed;
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return operationResult;
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}
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template <class... Arguments>
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static OperationResult visit(ast::Implies &implies, Arguments &&... arguments)
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{
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auto operationResult = OperationResult::Unchanged;
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if (implies.antecedent.accept(ForEachVariableDeclarationVisitor(), std::forward<Arguments>(arguments)...) == OperationResult::Changed)
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operationResult = OperationResult::Changed;
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if (implies.consequent.accept(ForEachVariableDeclarationVisitor(), std::forward<Arguments>(arguments)...) == OperationResult::Changed)
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operationResult = OperationResult::Changed;
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return operationResult;
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}
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template <class... Arguments>
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static OperationResult visit(ast::In &, Arguments &&...)
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{
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return OperationResult::Unchanged;
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}
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template <class... Arguments>
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static OperationResult visit(ast::Not ¬_, Arguments &&... arguments)
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{
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return not_.argument.accept(ForEachVariableDeclarationVisitor(), std::forward<Arguments>(arguments)...);
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}
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template <class... Arguments>
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static OperationResult visit(ast::Or &or_, Arguments &&... arguments)
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{
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auto operationResult = OperationResult::Unchanged;
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for (auto &argument : or_.arguments)
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if (argument.accept(ForEachVariableDeclarationVisitor(), std::forward<Arguments>(arguments)...) == OperationResult::Changed)
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operationResult = OperationResult::Changed;
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return operationResult;
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}
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template <class... Arguments>
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static OperationResult visit(ast::Predicate &, Arguments &&...)
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{
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return OperationResult::Unchanged;
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}
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};
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////////////////////////////////////////////////////////////////////////////////////////////////////
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struct CheckIfDefinitionFalseFunctor
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{
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OperationResult operator()(ast::VariableDeclaration &variableDeclaration,
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ast::Formula &, ast::Formula &definition, VariableDomainMap &variableDomainMap)
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{
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if (variableDeclaration.domain != Domain::Unknown)
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return OperationResult::Unchanged;
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clearVariableDomainMap(variableDomainMap);
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// As a hypothesis, make the parameter’s domain noninteger
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variableDomainMap[&variableDeclaration] = Domain::Noninteger;
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const auto result = evaluate(definition, variableDomainMap);
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if (result == EvaluationResult::Error || result == EvaluationResult::False)
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{
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// If making the variable noninteger leads to a false or erroneous result, it’s proven to be integer
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variableDeclaration.domain = Domain::Integer;
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return OperationResult::Changed;
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}
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return OperationResult::Unchanged;
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}
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};
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////////////////////////////////////////////////////////////////////////////////////////////////////
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struct CheckIfQuantifiedFormulaFalseFunctor
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{
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OperationResult operator()(ast::VariableDeclaration &variableDeclaration,
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ast::Formula &quantifiedFormula, VariableDomainMap &variableDomainMap)
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{
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if (variableDeclaration.domain != Domain::Unknown)
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return OperationResult::Unchanged;
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clearVariableDomainMap(variableDomainMap);
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// As a hypothesis, make the parameter’s domain noninteger
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variableDomainMap[&variableDeclaration] = Domain::Noninteger;
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const auto result = evaluate(quantifiedFormula, variableDomainMap);
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if (result == EvaluationResult::Error || result == EvaluationResult::False)
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{
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// If making the variable noninteger leads to a false or erroneous result, it’s proven to be integer
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variableDeclaration.domain = Domain::Integer;
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return OperationResult::Changed;
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}
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return OperationResult::Unchanged;
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}
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};
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////////////////////////////////////////////////////////////////////////////////////////////////////
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struct CheckIfCompletedFormulaTrueFunctor
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{
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OperationResult operator()(ast::VariableDeclaration &variableDeclaration,
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ast::Formula &, ast::Formula &completedFormula, VariableDomainMap &variableDomainMap)
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{
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if (variableDeclaration.domain != Domain::Unknown)
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return OperationResult::Unchanged;
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clearVariableDomainMap(variableDomainMap);
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// As a hypothesis, make the parameter’s domain noninteger
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variableDomainMap[&variableDeclaration] = Domain::Noninteger;
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const auto result = evaluate(completedFormula, variableDomainMap);
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if (result == EvaluationResult::Error || result == EvaluationResult::True)
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{
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// If making the variable noninteger leads to a false or erroneous result, it’s proven to be integer
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variableDeclaration.domain = Domain::Integer;
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return OperationResult::Changed;
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}
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return OperationResult::Unchanged;
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}
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};
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////////////////////////////////////////////////////////////////////////////////////////////////////
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// Assumes the completed formulas to be in translated but not simplified form.
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// That is, completed formulas are either variable-free or universally quantified
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void detectIntegerVariables(std::vector<ast::Formula> &completedFormulas)
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{
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VariableDomainMap variableDomainMap;
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auto operationResult = OperationResult::Changed;
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while (operationResult == OperationResult::Changed)
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{
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operationResult = OperationResult::Unchanged;
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for (auto &completedFormula : completedFormulas)
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{
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if (completedFormula.accept(ForEachVariableDeclarationVisitor<CheckIfQuantifiedFormulaFalseFunctor>(), variableDomainMap) == OperationResult::Changed)
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operationResult = OperationResult::Changed;
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if (completedFormula.accept(ForEachVariableDeclarationVisitor<CheckIfCompletedFormulaTrueFunctor>(), completedFormula, variableDomainMap) == OperationResult::Changed)
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operationResult = OperationResult::Changed;
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if (!completedFormula.is<ast::ForAll>())
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continue;
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auto &forAll = completedFormula.get<ast::ForAll>();
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if (!forAll.argument.is<ast::Biconditional>())
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continue;
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auto &biconditional = forAll.argument.get<ast::Biconditional>();
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if (!biconditional.left.is<ast::Predicate>())
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continue;
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auto &predicate = biconditional.left.get<ast::Predicate>();
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auto &definition = biconditional.right;
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if (completedFormula.accept(ForEachVariableDeclarationVisitor<CheckIfDefinitionFalseFunctor>(), definition, variableDomainMap) == OperationResult::Changed)
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operationResult = OperationResult::Changed;
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assert(predicate.arguments.size() == predicate.declaration->arity());
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for (size_t i = 0; i < predicate.arguments.size(); i++)
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{
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auto &variableArgument = predicate.arguments[i];
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auto ¶meter = predicate.declaration->parameters[i];
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assert(variableArgument.is<ast::Variable>());
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auto &variable = variableArgument.get<ast::Variable>();
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parameter.domain = variable.declaration->domain;
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}
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}
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}
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}
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////////////////////////////////////////////////////////////////////////////////////////////////////
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}
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