tempest/test/functional/permissiveschedulers/MilpPermissiveSchedulerTest.cpp

#include "src/modelchecker/results/ExplicitQualitativeCheckResult.h"
#include "gtest/gtest.h"
#include "storm-config.h"
#include "src/parser/PrismParser.h"
#include "src/parser/FormulaParser.h"
#include "src/logic/Formulas.h"
#include "src/permissivesched/PermissiveSchedulers.h"
#include "src/builder/ExplicitModelBuilder.h"

#include "src/models/sparse/StandardRewardModel.h"
#include "src/modelchecker/prctl/SparseMdpPrctlModelChecker.h"

#ifdef STORM_HAVE_GUROBI

TEST(MilpPermissiveSchedulerTest, DieSelection) {
    storm::prism::Program program = storm::parser::PrismParser::parse(STORM_CPP_TESTS_BASE_PATH "/functional/builder/die_c1.nm");
    storm::parser::FormulaParser formulaParser(program.getManager().getSharedPointer());
    
    auto formula02 = formulaParser.parseSingleFormulaFromString("P>=0.10 [ F \"one\"]")->asProbabilityOperatorFormula();
    ASSERT_TRUE(storm::logic::isLowerBound(formula02.getComparisonType()));
    auto formula001 = formulaParser.parseSingleFormulaFromString("P>=0.17 [ F \"one\"]")->asProbabilityOperatorFormula();
    
    auto formula02b = formulaParser.parseSingleFormulaFromString("P<=0.10 [ F \"one\"]")->asProbabilityOperatorFormula();
    auto formula001b = formulaParser.parseSingleFormulaFromString("P<=0.17 [ F \"one\"]")->asProbabilityOperatorFormula();
    
    // Customize and perform model-building.
    storm::generator::NextStateGeneratorOptions options;
    options.setBuildAllLabels().setBuildChoiceLabels(true);
    std::shared_ptr<storm::models::sparse::Mdp<double>> mdp = storm::builder::ExplicitModelBuilder<double>(program, options).build()->as<storm::models::sparse::Mdp<double>>();
    
    boost::optional<storm::ps::SubMDPPermissiveScheduler<>> perms = storm::ps::computePermissiveSchedulerViaMILP<>(*mdp, formula02);
    EXPECT_NE(perms, boost::none);
    boost::optional<storm::ps::SubMDPPermissiveScheduler<>> perms2 = storm::ps::computePermissiveSchedulerViaMILP<>(*mdp, formula001);
    EXPECT_EQ(perms2, boost::none);

    boost::optional<storm::ps::SubMDPPermissiveScheduler<>> perms3 = storm::ps::computePermissiveSchedulerViaMILP<>(*mdp, formula02b);
    EXPECT_EQ(perms3, boost::none);
    boost::optional<storm::ps::SubMDPPermissiveScheduler<>> perms4 = storm::ps::computePermissiveSchedulerViaMILP<>(*mdp, formula001b);
    EXPECT_NE(perms4, boost::none);

    storm::modelchecker::SparseMdpPrctlModelChecker<storm::models::sparse::Mdp<double>> checker0(*mdp, std::unique_ptr<storm::solver::MinMaxLinearEquationSolverFactory<double>>(new storm::solver::MinMaxLinearEquationSolverFactory<double>(storm::solver::EquationSolverTypeSelection::Native)));

    std::unique_ptr<storm::modelchecker::CheckResult> result0 = checker0.check(formula02);
    storm::modelchecker::ExplicitQualitativeCheckResult& qualitativeResult0 = result0->asExplicitQualitativeCheckResult();

    ASSERT_FALSE(qualitativeResult0[0]);

    auto submdp = perms->apply();
    storm::modelchecker::SparseMdpPrctlModelChecker<storm::models::sparse::Mdp<double>> checker1(submdp, std::unique_ptr<storm::solver::MinMaxLinearEquationSolverFactory<double>>(new storm::solver::MinMaxLinearEquationSolverFactory<double>(storm::solver::EquationSolverTypeSelection::Native)));

    std::unique_ptr<storm::modelchecker::CheckResult> result1 = checker1.check(formula02);
    storm::modelchecker::ExplicitQualitativeCheckResult& qualitativeResult1 = result1->asExplicitQualitativeCheckResult();

    EXPECT_TRUE(qualitativeResult1[0]);

    //
    
}

#endif