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Add new model_builder C# samples
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lperron committed Nov 2, 2023
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129 changes: 129 additions & 0 deletions ortools/linear_solver/samples/AssignmentMb.cs
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// Copyright 2010-2022 Google LLC
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.

// [START program]
// [START import]
using System;
using Google.OrTools.ModelBuilder;
// [END import]

public class AssignmentMb
{
static void Main()
{
// Data.
// [START data_model]
int[,] costs = {
{ 90, 80, 75, 70 }, { 35, 85, 55, 65 }, { 125, 95, 90, 95 }, { 45, 110, 95, 115 }, { 50, 100, 90, 100 },
};
int numWorkers = costs.GetLength(0);
int numTasks = costs.GetLength(1);
// [END data_model]

// [START model]
ModelBuilder model = new ModelBuilder();
// [END model]

// Variables.
// [START variables]
// x[i, j] is an array of 0-1 variables, which will be 1
// if worker i is assigned to task j.
Variable[,] x = new Variable[numWorkers, numTasks];
for (int i = 0; i < numWorkers; ++i)
{
for (int j = 0; j < numTasks; ++j)
{
x[i, j] = model.NewBoolVar($"worker_{i}_task_{j}");
}
}
// [END variables]

// Constraints
// [START constraints]
// Each worker is assigned to at most one task.
for (int i = 0; i < numWorkers; ++i)
{
var assignedWork = LinearExpr.NewBuilder();
for (int j = 0; j < numTasks; ++j)
{
assignedWork.Add(x[i, j]);
}
model.Add(assignedWork <= 1);
}

// Each task is assigned to exactly one worker.
for (int j = 0; j < numTasks; ++j)
{
var assignedWorker = LinearExpr.NewBuilder();
for (int i = 0; i < numWorkers; ++i)
{
assignedWorker.Add(x[i, j]);
}
model.Add(assignedWorker == 1);
}
// [END constraints]

// Objective
// [START objective]
var objective = LinearExpr.NewBuilder();
for (int i = 0; i < numWorkers; ++i)
{
for (int j = 0; j < numTasks; ++j)
{
objective.AddTerm(x[i, j], costs[i, j]);
}
}
model.Minimize(objective);
// [END objective]

// [START solver]
// Create the model solver with the SCIP backend.
ModelSolver solver = new ModelSolver("SCIP");
if (!solver.SolverIsSupported())
{
return;
}
// [END solver]

// Solve
// [START solve]
SolveStatus resultStatus = solver.Solve(model);
// [END solve]

// Print solution.
// [START print_solution]
// Check that the problem has a feasible solution.
if (resultStatus == SolverStatus.OPTIMAL || resultStatus == SolverStatus.FEASIBLE)

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{
Console.WriteLine($"Total cost: {solver.ObjectiveValue}\n");
for (int i = 0; i < numWorkers; ++i)
{
for (int j = 0; j < numTasks; ++j)
{
// Test if x[i, j] is 0 or 1 (with tolerance for floating point
// arithmetic).
if (solver.Value(x[i, j]) > 0.9)
{
Console.WriteLine($"Worker {i} assigned to task {j}. Cost: {costs[i, j]}");
}
}
}
}
else
{
Console.WriteLine("No solution found.");
}
// [END print_solution]
}
}
// [END program]
131 changes: 131 additions & 0 deletions ortools/linear_solver/samples/BinPackingMb.cs
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// Copyright 2010-2022 Google LLC
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.

// [START program]
// [START import]
using System;
using Google.OrTools.ModelBuilder;
// [END import]

// [START program_part1]
public class BinPackingMb
{
// [START data_model]
class DataModel
{
public static double[] Weights = { 48, 30, 19, 36, 36, 27, 42, 42, 36, 24, 30 };
public int NumItems = Weights.Length;
public int NumBins = Weights.Length;
public double BinCapacity = 100.0;
}
// [END data_model]
public static void Main()
{
// [START data]
DataModel data = new DataModel();
// [END data]
// [END program_part1]

// [START model]
ModelBuilder model = new ModelBuilder();
// [END model]

// [START program_part2]
// [START variables]
Variable[,] x = new Variable[data.NumItems, data.NumBins];
for (int i = 0; i < data.NumItems; i++)
{
for (int j = 0; j < data.NumBins; j++)
{
x[i, j] = model.NewBoolVar($"x_{i}_{j}");
}
}
Variable[] y = new Variable[data.NumBins];
for (int j = 0; j < data.NumBins; j++)
{
y[j] = model.NewBoolVar($"y_{j}");
}
// [END variables]

// [START constraints]
for (int i = 0; i < data.NumItems; ++i)
{
var assignedWork = LinearExpr.NewBuilder();
for (int j = 0; j < data.NumBins; ++j)
{
assignedWork.Add(x[i, j]);
}
model.Add(assignedWork == 1);
}

for (int j = 0; j < data.NumBins; ++j)
{
var load = LinearExpr.NewBuilder();
for (int i = 0; i < data.NumItems; ++i)
{
load.AddTerm(x[i, j], DataModel.Weights[i]);
}
model.Add(y[j] * data.BinCapacity >= load);
}
// [END constraints]

// [START objective]
model.Minimize(LinearExpr.Sum(y));
// [END objective]

// [START solver]
// Create the model solver with the SCIP backend.
ModelSolver solver = new ModelSolver("SCIP");
if (!solver.SolverIsSupported())
{
return;
}
// [END solver]

// [START solve]
SolveStatus resultStatus = solver.Solve(model);
// [END solve]

// [START print_solution]
// Check that the problem has an optimal solution.
if (resultStatus != SolveStatus.OPTIMAL)
{
Console.WriteLine("The problem does not have an optimal solution!");
return;
}
Console.WriteLine($"Number of bins used: {solver.ObjectiveValue}");
double TotalWeight = 0.0;
for (int j = 0; j < data.NumBins; ++j)
{
double BinWeight = 0.0;
if (solver.Value(y[j]) == 1)
{
Console.WriteLine($"Bin {j}");
for (int i = 0; i < data.NumItems; ++i)
{
if (solver.Value(x[i, j]) == 1)
{
Console.WriteLine($"Item {i} weight: {DataModel.Weights[i]}");
BinWeight += DataModel.Weights[i];
}
}
Console.WriteLine($"Packed bin weight: {BinWeight}");
TotalWeight += BinWeight;
}
}
Console.WriteLine($"Total packed weight: {TotalWeight}");
// [END print_solution]
}
}
// [END program_part2]
// [END program]
2 changes: 1 addition & 1 deletion ortools/linear_solver/samples/SimpleMipProgramMb.cs
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Expand Up @@ -51,7 +51,7 @@ static void Main()
// [END objective]

// [START solver]
// Create the model solver with the GLOP backend.
// Create the model solver with the SCIP backend.
ModelSolver solver = new ModelSolver("SCIP");
if (!solver.SolverIsSupported())
{
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