194 lines
4.6 KiB
C#
194 lines
4.6 KiB
C#
//
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// Copyright 2012 Hakan Kjellerstrand
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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using System;
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using System.Collections;
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using System.Linq;
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using Google.OrTools.ConstraintSolver;
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public class Lectures
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{
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/**
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*
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* Lectures problem in Google CP Solver.
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*
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* Biggs: Discrete Mathematics (2nd ed), page 187.
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* """
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* Suppose we wish to schedule six one-hour lectures, v1, v2, v3, v4, v5, v6.
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* Among the the potential audience there are people who wish to hear both
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*
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* - v1 and v2
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* - v1 and v4
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* - v3 and v5
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* - v2 and v6
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* - v4 and v5
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* - v5 and v6
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* - v1 and v6
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*
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* How many hours are necessary in order that the lectures can be given
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* without clashes?
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* """
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*
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* Note: This can be seen as a coloring problem.
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*
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* Also see http://www.hakank.org/or-tools/lectures.py
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*
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*/
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private static void Solve()
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{
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Solver solver = new Solver("Lectures");
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//
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// The schedule requirements:
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// lecture a cannot be held at the same time as b
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// Note: 1-based (compensated in the constraints).
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int[,] g =
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{
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{1, 2},
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{1, 4},
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{3, 5},
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{2, 6},
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{4, 5},
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{5, 6},
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{1, 6}
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};
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// number of nodes
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int n = 6;
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// number of edges
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int edges = g.GetLength(0);
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//
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// Decision variables
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//
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//
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// declare variables
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//
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IntVar[] v = solver.MakeIntVarArray(n, 0, n-1,"v");
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// Maximum color (hour) to minimize.
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// Note: since C# is 0-based, the
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// number of colors is max_c+1.
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IntVar max_c = v.Max().VarWithName("max_c");
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//
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// Constraints
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//
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// Ensure that there are no clashes
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// also, adjust to 0-base.
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for(int i = 0; i < edges; i++) {
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solver.Add(v[g[i,0]-1] != v[g[i,1]-1]);
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}
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// Symmetry breaking:
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// - v0 has the color 0,
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// - v1 has either color 0 or 1
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solver.Add(v[0] == 0);
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solver.Add(v[1] <= 1);
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//
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// Objective
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//
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OptimizeVar obj = max_c.Minimize(1);
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//
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// Search
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//
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DecisionBuilder db = solver.MakePhase(v,
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Solver.CHOOSE_MIN_SIZE_LOWEST_MIN,
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Solver.ASSIGN_MIN_VALUE);
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solver.NewSearch(db, obj);
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while (solver.NextSolution()) {
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Console.WriteLine("\nmax hours: {0}", max_c.Value()+1);
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Console.WriteLine("v: " +
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String.Join(" ", (from i in Enumerable.Range(0, n)
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select v[i].Value()).ToArray()));
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for(int i = 0; i < n; i++) {
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Console.WriteLine("Lecture {0} at {1}h", i, v[i].Value());
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}
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Console.WriteLine("\n");
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}
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Console.WriteLine("\nSolutions: " + solver.Solutions());
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Console.WriteLine("WallTime: " + solver.WallTime() + "ms ");
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Console.WriteLine("Failures: " + solver.Failures());
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Console.WriteLine("Branches: " + solver.Branches());
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solver.EndSearch();
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}
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// Print the current solution
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public static void PrintOneSolution(IntVar[] positions,
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int rows,
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int cols,
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int num_solution)
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{
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Console.WriteLine("Solution {0}", num_solution);
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// Create empty board
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int[,] board = new int[rows, cols];
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for(int i = 0; i < rows; i++) {
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for(int j = 0; j < cols; j++) {
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board[i,j] = 0;
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}
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}
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// Fill board with solution value
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for(int k = 0; k < rows*cols; k++) {
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int position = (int)positions[k].Value();
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board[position / cols, position % cols] = k + 1;
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}
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PrintMatrix(board);
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}
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// Pretty print of the matrix
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public static void PrintMatrix(int[,] game)
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{
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int rows = game.GetLength(0);
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int cols = game.GetLength(1);
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for(int i = 0; i < rows; i++) {
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for(int j = 0; j < cols; j++) {
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if (game[i,j] == 0) {
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Console.Write(" .");
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} else {
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Console.Write(" {0,2}", game[i,j] );
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}
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}
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Console.WriteLine();
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}
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Console.WriteLine();
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}
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public static void Main(String[] args)
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{
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Solve();
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}
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}
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