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【C#】 24. HybridLocalSearchSolver + 自定义函数调用 + AddConstraint (constraint===1)

2015-04-18 21:56 513 查看
using System;
using System.Collections.Generic;
using System.Linq;
using System.Text;
using Microsoft.SolverFoundation.Services;
using Microsoft.SolverFoundation.Solvers;

namespace ConsoleApplication1
{
public static class SF
{
public static void Main()
{
IndividualSolvers();
//TheAbstractWay();
Console.ReadLine();
}

private static double MinimizeThat(double[] args)
{
return Math.Cos(args[0]) + args[1] * args[1];
}

private static double  Cons(double[] args)
{
return(Math.Abs (args[0] + args[1]));
}

private static void IndividualSolvers()
{
var hls = new HybridLocalSearchSolver();
int x, y,z;

hls.AddVariable(out x, 0, 5, false);
hls.AddVariable(out y,-1, 1,true);
z = hls.CreateNaryFunction(Cons, new[] { x, y });
hls.AddConstraint(z); //constraint z =1
hls.AddGoal(hls.CreateNaryFunction(MinimizeThat,  new[] { x, y }));

var hlsr = hls.Solve(new HybridLocalSearchParameters());
Console.WriteLine("HLS: f({0}, {1}) = {2}", hlsr.GetValue(x),hlsr.GetValue(y), hlsr.GetSolutionValue(0));
Console.WriteLine("Constraint x+y = {0}",hlsr.GetValue(z));
//var nms = NelderMeadSolver.Solve(MinimizeThat, new[] { 0.0, 0.0 }, new[] { 0.0, -1.0 }, new[] { 5.0, 1.0 });
//Console.WriteLine("NMS: f({0}, {1}) = {2}", nms.GetValue(1), nms.GetValue(2), nms.GetSolutionValue(0));
}

private static void TheAbstractWay()
{
var ctx = new SolverContext();
var m = ctx.CreateModel();
var x = new Decision(Domain.Real, "x");
var y = new Decision(Domain.Real, "y");
m.AddDecisions(x, y);
m.AddConstraints("Bounds", 0 <= x, x <= 5, -1 <= y, y <= 1);
m.AddGoal("Minimize", GoalKind.Minimize, "Cos[x]+y^2");
//m.AddGoal("Minimize", GoalKind.Minimize, Model.Cos(x) + y * y);
var r = ctx.Solve();
ctx.PropagateDecisions();
Console.WriteLine("{3}: f({0}, {1}) = {2}", x.GetDouble(), y.GetDouble(), r.Goals.Single().ToDouble(), r.GetReport().SolverType.Name);
}
}
}
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