Examples with OptimizationProblem org.tweetyproject.math.opt.problem.OptimizationProblem used on opensource projects

Example 1 with OptimizationProblem

use of org.tweetyproject.math.opt.problem.OptimizationProblem in project TweetyProject by TweetyProjectTeam.

the class SimulatedAnnealingOnConstrProbEx2 method createConstraintSatProb1.

/**
 * constrcutor
 * @return problem
 */
public static OptimizationProblem createConstraintSatProb1() {
    FloatVariable m1 = new FloatVariable("Machine 1", -100, 100);
    FloatVariable m2 = new FloatVariable("Machine 2", -100, 100);
    Inequation constr1 = new Inequation(m1, new IntegerConstant(10), 3);
    Inequation constr2 = new Inequation(m2, new IntegerConstant(12), 1);
    Inequation constr3 = new Inequation(m1, new IntegerConstant(50), 1);
    Inequation constr4 = new Inequation(m2, new IntegerConstant(0), 3);
    Collection<Statement> constraints = new ArrayList<Statement>();
    constraints.add(constr1);
    constraints.add(constr2);
    constraints.add(constr3);
    constraints.add(constr4);
    OptimizationProblem prob = new OptimizationProblem(0);
    prob.addAll(constraints);
    // Target funcion = (m1+1)^2+m2^2
    Term opt = new Sum(new Power(new Sum(m1, new IntegerConstant(1)), new IntegerConstant(2)), new Power(m2, new IntegerConstant(2)));
    ((OptimizationProblem) prob).setTargetFunction(opt);
    return prob;
}

Example 2 with OptimizationProblem

use of org.tweetyproject.math.opt.problem.OptimizationProblem in project TweetyProject by TweetyProjectTeam.

the class SimulatedAnnealingOnConstrProbEx2 method main.

/**
 * main method
 * @param args arguments
 *
 * @throws GeneralMathException GeneralMathException
 */
public static void main(String[] args) throws ParserException, GeneralMathException {
    // Create toy problem
    OptimizationProblem prob = createConstraintSatProb1();
    // Create starting point; all variables start at 0
    // solve via SimAn
    SimulatedAnnealingOnConstrProb solver = new SimulatedAnnealingOnConstrProb(1000000, 1, 10000);
    Map<Variable, Term> solution = solver.solve(prob);
    System.out.println(solution.toString());
}

Example 3 with OptimizationProblem

use of org.tweetyproject.math.opt.problem.OptimizationProblem in project TweetyProject by TweetyProjectTeam.

the class StochasticLocalSearchOnConstrProbEx method main.

/**
 * main method
 * @param args arguments
 *
 * @throws ParserException ParserException
 * @throws GeneralMathException GeneralMathExceptions
 */
public static void main(String[] args) throws ParserException, GeneralMathException {
    // Create toy problem
    OptimizationProblem prob = createConstraintSatProb1();
    // Create starting point; all variables start at 0
    // solve via SimAn
    StochasticLocalSearchOnConstrProb solver = new StochasticLocalSearchOnConstrProb(5000, 1000, 0.5);
    Map<Variable, Term> solution = solver.solve(prob);
    System.out.println(solution.toString());
}

Example 4 with OptimizationProblem

use of org.tweetyproject.math.opt.problem.OptimizationProblem in project TweetyProject by TweetyProjectTeam.

the class StochasticLocalSearchOnConstrProbEx method createConstraintSatProb1.

/**
 * constructor
 * @return problem
 */
public static OptimizationProblem createConstraintSatProb1() {
    FloatVariable m1 = new FloatVariable("Machine 1", -100, 100);
    FloatVariable m2 = new FloatVariable("Machine 2", -100, 100);
    Inequation constr1 = new Inequation(m1, new IntegerConstant(10), 3);
    Inequation constr2 = new Inequation(m2, new IntegerConstant(12), 1);
    Inequation constr3 = new Inequation(m1, new IntegerConstant(50), 1);
    Inequation constr4 = new Inequation(m2, new IntegerConstant(0), 3);
    Collection<Statement> constraints = new ArrayList<Statement>();
    constraints.add(constr1);
    constraints.add(constr2);
    constraints.add(constr3);
    constraints.add(constr4);
    OptimizationProblem prob = new OptimizationProblem(0);
    prob.addAll(constraints);
    // Target funcion = (m1+1)^2+m2^2
    Term opt = new Sum(new Power(new Sum(m1, new IntegerConstant(1)), new IntegerConstant(2)), new Power(m2, new IntegerConstant(2)));
    ((OptimizationProblem) prob).setTargetFunction(opt);
    return prob;
}

Example 5 with OptimizationProblem

use of org.tweetyproject.math.opt.problem.OptimizationProblem in project TweetyProject by TweetyProjectTeam.

the class ApacheCommonsCMAESOptimizerEx method createConstraintSatProb1.

/**
 * constructor
 * @return the problem
 */
public static ConstraintSatisfactionProblem createConstraintSatProb1() {
    FloatVariable m1 = new FloatVariable("Machine 1", -50, 100);
    FloatVariable m2 = new FloatVariable("Machine 2", -50, 100);
    // Target funcion = (m1+1)^2+m2^2
    Term opt = new Sum(new Power(new Sum(m1, new FloatConstant(-1)), new IntegerConstant(2)), new Power(m2, new IntegerConstant(2)));
    OptimizationProblem prob = new OptimizationProblem();
    ((OptimizationProblem) prob).setTargetFunction(opt);
    return prob;
}