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Dijistra(C#)
支持有向与无向图
DijistraSeach.cs
using System;using System.Collections.Generic;using System.Linq;using System.Text;using System.Threading.Tasks;namespace Dijistra{ public static class DijistraSeach { public class SearchResult { public int Distance { get; private set; } public int[] Route { get; set; } public SearchResult(int distance, int[] route) { Distance = distance; Route = route; } } /// <summary> /// 获取正确的顺序<para/> /// 比如footPrint为<para/> /// [0] = 0<para/> /// [1] = 0<para/> /// [2] = 3<para/> /// [3] = 0<para/> /// [4] = 2<para/> /// 从最后一行开始,[4] = 2,意味着[4]的前一个节点为[2],然后看[2] = 3这一行,2的前节点为3,如此循环直到起点。 /// </summary> /// <param name="footPrint">value -> index</param> /// <param name="startPoint"></param> /// <returns></returns> private static int[] findRoute(int[] footPrint, int startPoint = 0) { var mapSize = footPrint.Length; // 反向路径 var reversedRoute = new int[mapSize]; // 反向路径中的当前操作序号 int routeIndex = 0; // 添加终点 reversedRoute[routeIndex] = mapSize - 1; routeIndex++; // 找到最末节点的前节点 int previousIndex = footPrint[mapSize - 1]; // 如果不是起点的话 while (previousIndex != startPoint) { // 路径不存在 if (previousIndex == -1) return null; // 记录此节点并继续查找前节点 reversedRoute[routeIndex] = previousIndex; routeIndex++; previousIndex = footPrint[previousIndex]; } // 添加起点 reversedRoute[routeIndex] = startPoint; // 将反向路径反向 var route = new List<int>(mapSize); for (int i = routeIndex; i >= 0; i--) { route.Add(reversedRoute[i]); } return route.ToArray(); } /// <summary> /// search for the shortest route. /// </summary> /// <param name="routes">an array which contains {pointA, pointB, distance} /// <para/>e.g. /// <para/>var map = new[] { /// <para/> new []{0,1,10}, /// <para/> new []{0,3,30}, /// <para/> new []{0,4,100}, /// <para/> new []{1,2,50}, /// <para/> new []{2,4,10}, /// <para/> new []{3,2,20}, /// <para/> new []{3,4,60}, /// <para/>}; /// </param> /// <param name="mapSize">size</param> /// <param name="startPoint"></param> /// <param name="directional"></param> /// <returns></returns> public static SearchResult Search(int[][] routes, int mapSize, int startPoint , bool directional) { // record all minIndex found during the searching progress. var footPrint = new int[mapSize]; // to avoid dead searching loop. var visted = new bool[mapSize]; // accumulated distance from startPoint to each index. var milestones = new int[mapSize]; // initialize map. var map = new int[mapSize, mapSize]; for (int i = 0; i < mapSize; i++) { for (int j = 0; j < mapSize; j++) { map[i, j] = i == j? 0 : int.MaxValue; } } // build map. foreach (var route in routes) { map[route[0], route[1]] = route[2]; if (!directional) { // make the map non-directional. map[route[1], route[0]] = route[2]; } } // initialize milestones by distance between each node and startPoint. for (int i = 0; i < mapSize; i++) { milestones[i] = map[startPoint, i]; // wether i is connected to startPoint or not; if (milestones[i] != int.MaxValue) { footPrint[i] = startPoint; } else { footPrint[i] = -1; } } // start searching. for (int j = 0; j < mapSize; j++) { // find the nearest from this index. // milestones has already been updated to fit the minIndex. int localMin = int.MaxValue, minIndex = startPoint; for (int i = 0; i < mapSize; i++) { if (!visted[i] && milestones[i] < localMin) { minIndex = i; localMin = milestones[i]; } } visted[minIndex] = true; // update milestones. for (int i = 0; i < mapSize; i++) { // index not connected to minIndex is not connected to if (map[minIndex, i] == int.MaxValue) continue; if (visted[i]) continue; // accumulate distance from startPoint to minIndex; var newDis = milestones[minIndex] + map[minIndex, i]; if ((newDis < milestones[i])) { milestones[i] = newDis; footPrint[i] = minIndex; } } } // the end is beyond reach. if (milestones[mapSize - 1] == int.MaxValue) return null; var resultRoute = findRoute(footPrint, startPoint); var result = new SearchResult(milestones[mapSize - 1], resultRoute); return result; } }}
Main.cs
using System;using System.Collections.Generic;using System.Linq;using System.Text;using System.Threading.Tasks;namespace Dijistra{ class Program { static void Main(string[] args) { // 无向图 // 使用此外图时,需将DijistraSeach.Search的directional参数设为false,mapSize=5 var nonDirectionalMap = new[] { new []{0,1,10}, new []{0,3,30}, new []{0,4,100}, new []{1,2,50}, new []{2,4,10}, new []{3,2,20}, new []{3,4,60}, }; // 有向图 // 使用此外图时,需将DijistraSeach.Search的directional参数设为true,mapSize=2 var directionalMap = new[]{ new []{1, 0, 10}, new []{0, 1, 11}, }; var result = DijistraSeach.Search( routes: nonDirectionalMap, mapSize: 5, startPoint: 0, directional: false ); if (result == null) { Console.WriteLine("Can‘t find the route."); } else { Console.WriteLine( "Shortest distance is {0}\nroute : {1}\n", result.Distance, String.Join("->", result.Route) ); } } }}
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