2021-04-02 10:08:51 +02:00
|
|
|
// Copyright 2010-2021 Google LLC
|
2012-02-09 15:19:09 +00:00
|
|
|
// 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.
|
2014-07-09 15:18:27 +00:00
|
|
|
|
2012-02-09 15:19:09 +00:00
|
|
|
using System;
|
|
|
|
|
using System.Collections.Generic;
|
|
|
|
|
using Google.OrTools.ConstraintSolver;
|
|
|
|
|
|
2020-11-03 10:04:19 +01:00
|
|
|
class Tsp
|
|
|
|
|
{
|
|
|
|
|
class RandomManhattan
|
|
|
|
|
{
|
|
|
|
|
public RandomManhattan(RoutingIndexManager manager, int size, int seed)
|
|
|
|
|
{
|
|
|
|
|
this.xs_ = new int[size];
|
|
|
|
|
this.ys_ = new int[size];
|
|
|
|
|
this.manager_ = manager;
|
|
|
|
|
Random generator = new Random(seed);
|
|
|
|
|
for (int i = 0; i < size; ++i)
|
|
|
|
|
{
|
|
|
|
|
xs_[i] = generator.Next(1000);
|
|
|
|
|
ys_[i] = generator.Next(1000);
|
|
|
|
|
}
|
|
|
|
|
}
|
2012-02-09 15:19:09 +00:00
|
|
|
|
2020-11-03 10:04:19 +01:00
|
|
|
public long Call(long first_index, long second_index)
|
|
|
|
|
{
|
|
|
|
|
int first_node = manager_.IndexToNode(first_index);
|
|
|
|
|
int second_node = manager_.IndexToNode(second_index);
|
|
|
|
|
return Math.Abs(xs_[first_node] - xs_[second_node]) + Math.Abs(ys_[first_node] - ys_[second_node]);
|
|
|
|
|
}
|
2012-02-09 15:19:09 +00:00
|
|
|
|
2020-11-03 10:04:19 +01:00
|
|
|
private readonly int[] xs_;
|
|
|
|
|
private readonly int[] ys_;
|
|
|
|
|
private readonly RoutingIndexManager manager_;
|
|
|
|
|
};
|
2012-02-09 15:19:09 +00:00
|
|
|
|
2020-11-03 10:04:19 +01:00
|
|
|
static void Solve(int size, int forbidden, int seed)
|
|
|
|
|
{
|
|
|
|
|
RoutingIndexManager manager = new RoutingIndexManager(size, 1, 0);
|
|
|
|
|
RoutingModel routing = new RoutingModel(manager);
|
2012-02-09 15:19:09 +00:00
|
|
|
|
2020-11-03 10:04:19 +01:00
|
|
|
// Setting the cost function.
|
|
|
|
|
// Put a permanent callback to the distance accessor here. The callback
|
2021-04-02 14:58:16 +02:00
|
|
|
// has the following signature: ResultCallback2<int64_t, int64_t, int64_t>.
|
2020-11-03 10:04:19 +01:00
|
|
|
// The two arguments are the from and to node inidices.
|
|
|
|
|
RandomManhattan distances = new RandomManhattan(manager, size, seed);
|
|
|
|
|
routing.SetArcCostEvaluatorOfAllVehicles(routing.RegisterTransitCallback(distances.Call));
|
2012-02-09 15:19:09 +00:00
|
|
|
|
2020-11-03 10:04:19 +01:00
|
|
|
// Forbid node connections (randomly).
|
|
|
|
|
Random randomizer = new Random();
|
|
|
|
|
long forbidden_connections = 0;
|
|
|
|
|
while (forbidden_connections < forbidden)
|
|
|
|
|
{
|
|
|
|
|
long from = randomizer.Next(size - 1);
|
|
|
|
|
long to = randomizer.Next(size - 1) + 1;
|
|
|
|
|
if (routing.NextVar(from).Contains(to))
|
|
|
|
|
{
|
|
|
|
|
Console.WriteLine("Forbidding connection {0} -> {1}", from, to);
|
|
|
|
|
routing.NextVar(from).RemoveValue(to);
|
|
|
|
|
++forbidden_connections;
|
|
|
|
|
}
|
|
|
|
|
}
|
2012-02-09 15:19:09 +00:00
|
|
|
|
2020-11-03 10:04:19 +01:00
|
|
|
// Add dummy dimension to test API.
|
|
|
|
|
routing.AddDimension(routing.RegisterUnaryTransitCallback((long index) => { return 1; }), size + 1, size + 1,
|
|
|
|
|
true, "dummy");
|
2012-02-09 15:19:09 +00:00
|
|
|
|
2020-11-03 10:04:19 +01:00
|
|
|
// Solve, returns a solution if any (owned by RoutingModel).
|
|
|
|
|
RoutingSearchParameters search_parameters =
|
|
|
|
|
operations_research_constraint_solver.DefaultRoutingSearchParameters();
|
|
|
|
|
// Setting first solution heuristic (cheapest addition).
|
|
|
|
|
search_parameters.FirstSolutionStrategy = FirstSolutionStrategy.Types.Value.PathCheapestArc;
|
2016-02-03 15:15:58 +01:00
|
|
|
|
2020-11-03 10:04:19 +01:00
|
|
|
Assignment solution = routing.SolveWithParameters(search_parameters);
|
|
|
|
|
Console.WriteLine("Status = {0}", routing.GetStatus());
|
|
|
|
|
if (solution != null)
|
|
|
|
|
{
|
|
|
|
|
// Solution cost.
|
|
|
|
|
Console.WriteLine("Cost = {0}", solution.ObjectiveValue());
|
|
|
|
|
// Inspect solution.
|
|
|
|
|
// Only one route here; otherwise iterate from 0 to routing.vehicles() - 1
|
|
|
|
|
int route_number = 0;
|
|
|
|
|
for (long node = routing.Start(route_number); !routing.IsEnd(node);
|
|
|
|
|
node = solution.Value(routing.NextVar(node)))
|
|
|
|
|
{
|
|
|
|
|
Console.Write("{0} -> ", node);
|
|
|
|
|
}
|
|
|
|
|
Console.WriteLine("0");
|
|
|
|
|
}
|
2012-02-09 15:19:09 +00:00
|
|
|
}
|
|
|
|
|
|
2020-11-03 10:04:19 +01:00
|
|
|
public static void Main(String[] args)
|
|
|
|
|
{
|
|
|
|
|
int size = 10;
|
|
|
|
|
if (args.Length > 0)
|
|
|
|
|
{
|
|
|
|
|
size = Convert.ToInt32(args[0]);
|
|
|
|
|
}
|
|
|
|
|
int forbidden = 0;
|
|
|
|
|
if (args.Length > 1)
|
|
|
|
|
{
|
|
|
|
|
forbidden = Convert.ToInt32(args[1]);
|
|
|
|
|
}
|
|
|
|
|
int seed = 0;
|
|
|
|
|
if (args.Length > 2)
|
|
|
|
|
{
|
|
|
|
|
seed = Convert.ToInt32(args[2]);
|
|
|
|
|
}
|
2012-02-09 15:19:09 +00:00
|
|
|
|
2020-11-03 10:04:19 +01:00
|
|
|
Solve(size, forbidden, seed);
|
|
|
|
|
}
|
2012-02-09 15:19:09 +00:00
|
|
|
}
|