mirror of
https://github.com/mrfluffy-dev/lpr.git
synced 2026-01-17 02:10:33 +00:00
Lets gooooo
This commit is contained in:
203
BusinessLogic/Algorithms/CuttingPlane.cs
Normal file
203
BusinessLogic/Algorithms/CuttingPlane.cs
Normal file
@@ -0,0 +1,203 @@
|
||||
using Common;
|
||||
using System;
|
||||
using System.Collections.Generic;
|
||||
using System.Linq;
|
||||
using System.Text;
|
||||
using System.Threading.Tasks;
|
||||
|
||||
namespace BusinessLogic.Algorithms
|
||||
{
|
||||
public class CuttingPlane : Algorithm
|
||||
{
|
||||
|
||||
|
||||
private DualSimplex dualSimplex = new DualSimplex();
|
||||
|
||||
public override void PutModelInCanonicalForm(Model model)
|
||||
{
|
||||
dualSimplex.PutModelInCanonicalForm(model);
|
||||
|
||||
dualSimplex.Solve(model);
|
||||
}
|
||||
|
||||
public override void Solve(Model model)
|
||||
{
|
||||
while (CanCut(model).Count > 0)
|
||||
{
|
||||
Cut(model);
|
||||
dualSimplex.Solve(model);
|
||||
}
|
||||
}
|
||||
|
||||
private void Cut(Model model)
|
||||
{
|
||||
var table = model.Result[model.Result.Count - 1];
|
||||
|
||||
|
||||
int cutVariableIndex = GetCutVariable(table, CanCut(model));
|
||||
|
||||
|
||||
int basicRow = GetBasicRow(table, cutVariableIndex);
|
||||
|
||||
List<double> cutConstraint = GetCutConstraint(table, basicRow);
|
||||
|
||||
var newTable = ListCloner.CloneList(table);
|
||||
|
||||
newTable.Add(cutConstraint);
|
||||
|
||||
|
||||
for (int i = 0; i < newTable.Count; i++)
|
||||
{
|
||||
if (i == newTable.Count - 1)
|
||||
{
|
||||
newTable[i].Insert(newTable[i].Count - 1, 1);
|
||||
}
|
||||
else
|
||||
{
|
||||
newTable[i].Insert(newTable[i].Count - 1, 0);
|
||||
}
|
||||
}
|
||||
|
||||
model.Result.Add(newTable);
|
||||
}
|
||||
|
||||
private List<double> GetCutConstraint(List<List<double>> table, int basicRow)
|
||||
{
|
||||
List<double> cutConstraint = new List<double>();
|
||||
|
||||
for (int i = 0; i < table[basicRow].Count; i++)
|
||||
{
|
||||
|
||||
if (table[basicRow][i] == Math.Truncate(table[basicRow][i]))
|
||||
{
|
||||
cutConstraint.Add(0);
|
||||
}
|
||||
else
|
||||
{
|
||||
|
||||
double fractionalPart = Math.Abs(Math.Floor(table[basicRow][i]) - table[basicRow][i]);
|
||||
cutConstraint.Add(-1 * fractionalPart);
|
||||
}
|
||||
}
|
||||
|
||||
return cutConstraint;
|
||||
}
|
||||
|
||||
private List<int> CanCut(Model model)
|
||||
{
|
||||
List<int> intBinVarIndexes = new List<int>();
|
||||
List<int> indexesToDiscard = new List<int>();
|
||||
var lastTable = model.Result[model.Result.Count - 1];
|
||||
|
||||
for (int i = 0; i < model.SignRestrictions.Count; i++)
|
||||
{
|
||||
if (model.SignRestrictions[i] == SignRestriction.Integer || model.SignRestrictions[i] == SignRestriction.Binary)
|
||||
{
|
||||
intBinVarIndexes.Add(i);
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
foreach (var intBinVar in intBinVarIndexes)
|
||||
{
|
||||
|
||||
if (!IsVariableBasic(intBinVar, lastTable))
|
||||
{
|
||||
indexesToDiscard.Add(intBinVar);
|
||||
}
|
||||
|
||||
else
|
||||
{
|
||||
double rhs = GetRhsOfVariable(intBinVar, lastTable);
|
||||
|
||||
if (rhs - Math.Truncate(rhs) < 0.00001)
|
||||
{
|
||||
indexesToDiscard.Add(intBinVar);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
intBinVarIndexes.RemoveAll(v => indexesToDiscard.Contains(v) == true);
|
||||
|
||||
return intBinVarIndexes;
|
||||
}
|
||||
|
||||
private double GetRhsOfVariable(int intBinVar, List<List<double>> table)
|
||||
{
|
||||
if (!IsVariableBasic(intBinVar, table))
|
||||
return 0;
|
||||
|
||||
double rhs = 0;
|
||||
|
||||
for (int i = 1; i < table.Count; i++)
|
||||
{
|
||||
if (table[i][intBinVar] == 1)
|
||||
{
|
||||
rhs = table[i][table[i].Count - 1];
|
||||
break;
|
||||
}
|
||||
}
|
||||
|
||||
return rhs;
|
||||
}
|
||||
|
||||
private bool IsVariableBasic(int intBinVar, List<List<double>> table)
|
||||
{
|
||||
bool isBasic = true;
|
||||
|
||||
for (int i = 0; i < table.Count; i++)
|
||||
{
|
||||
int numberOfOnes = 0;
|
||||
|
||||
if (table[i][intBinVar] == 1)
|
||||
numberOfOnes++;
|
||||
|
||||
if ((table[i][intBinVar] != 0 && table[i][intBinVar] != 1) || numberOfOnes > 1)
|
||||
{
|
||||
isBasic = false;
|
||||
break;
|
||||
}
|
||||
}
|
||||
|
||||
return isBasic;
|
||||
}
|
||||
|
||||
private int GetCutVariable(List<List<double>> table, List<int> intBinVarIndexes)
|
||||
{
|
||||
if (intBinVarIndexes.Count == 1)
|
||||
return intBinVarIndexes[0];
|
||||
|
||||
int branchVariableIndex = -1;
|
||||
decimal smallestFractionalPart = 1;
|
||||
|
||||
foreach (var intBinVar in intBinVarIndexes)
|
||||
{
|
||||
var rhs = (Decimal)GetRhsOfVariable(intBinVar, table);
|
||||
decimal fractionalPart = rhs - Math.Truncate(rhs);
|
||||
if (Math.Abs(0.5m - fractionalPart) < smallestFractionalPart)
|
||||
{
|
||||
smallestFractionalPart = Math.Abs(0.5m - fractionalPart);
|
||||
branchVariableIndex = intBinVar;
|
||||
}
|
||||
}
|
||||
|
||||
return branchVariableIndex;
|
||||
}
|
||||
|
||||
private int GetBasicRow(List<List<double>> table, int variableIndex)
|
||||
{
|
||||
int basicRow = -1;
|
||||
|
||||
for (int i = 1; i < table.Count; i++)
|
||||
{
|
||||
if (table[i][variableIndex] == 1)
|
||||
{
|
||||
basicRow = i;
|
||||
break;
|
||||
}
|
||||
}
|
||||
|
||||
return basicRow;
|
||||
}
|
||||
}
|
||||
}
|
||||
Reference in New Issue
Block a user