C# 迪杰斯特拉算法 Dijkstra

什么也不想说,现在直接上封装的方法:

using System;
using System.Collections.Concurrent;
using System.Collections.Generic;

namespace 算法
{
    /// <summary>
    /// Dijkstra
    /// 迪杰斯特拉算法
    /// </summary>
    public class Dijkstra : ICloneable
    {

        /// <summary>节点集合</summary>
        public ConcurrentDictionary<String, Node> LN { get; set; }

        /// <summary>开始节点</summary>
        public Node StartNode { get; set; }

        /// <summary>结束节点</summary>
        public Node EndNode { get; set; }

        /// <summary>Dijkstra构造函数</summary>
        /// <param name="list">节点集合</param>
        /// <param name="start">开始节点</param>
        /// <param name="end">结束节点</param>
        public Dijkstra(ConcurrentDictionary<String, Node> list, String start, String end)
        {
            LN = list;
            Init(start, end);
        }

        /// <summary>Dijkstra构造函数</summary>
        /// <param name="list">节点集合</param>
        /// <param name="start">开始节点</param>
        /// <param name="end">结束节点</param>
        public Dijkstra(IEnumerable<Map> list, String start, String end)
        {
            LN = InitNode(list);
            Init(start, end);
        }

        /// <summary>查找最短路径</summary>
        public bool Find()
        {
            return FindMin(new List<Node> { StartNode }, EndNode);
        }

        /// <summary>初始化</summary>
        private void Init(String start, String end)
        {
            StartNode = LN[start];
            EndNode = LN[end];
            if (StartNode == null || EndNode == null)
            {
                throw new ArgumentNullException();//空异常
            }
            StartNode.SetRank(null);
            StartNode.IsFind = true;

            InitRank(new List<Node> { StartNode });
        }

        /// <summary>初始化点阵的Rank </summary>
        /// <param name="srcs">节点集合</param>
        private void InitRank(IEnumerable<Node> srcs)
        {
            var nextNode = new List<Node>();
            foreach (var node in srcs)
            {
                foreach (var edge in node.LE)
                {
                    edge.CurrentNode.SetRank(node);
                    if (edge.CurrentNode.Rank == (node.Rank + 1) && !nextNode.Contains(edge.CurrentNode))
                        nextNode.Add(edge.CurrentNode);
                }
            }
            if (nextNode.Count > 0) InitRank(nextNode);
        }

        /// <summary>查找</summary>
        /// <param name="srcs">开始结点集合</param>
        /// <param name="dest">结束节点</param>
        private bool FindMin(List<Node> srcs, Node dest)
        {
            dest.GetRank();
            var minLen = 0;
            var isFind = false;
            var nextNodes = new List<Node>();
            string tmpPath;
            foreach (var node in srcs)
            {
                if (node.Equals(dest)) return false;
                foreach (var edge in node.LE)
                {
                    var tempDestRank = edge.CurrentNode.Rank;
                    if (tempDestRank != (node.Rank + 1)) continue;

                    if (!nextNodes.Contains(edge.CurrentNode))
                    {
                        nextNodes.Add(edge.CurrentNode);
                    }
                    edge.CurrentNode.MinDistance = node.MinDistance + edge.Weight;
                    if (!edge.CurrentNode.Equals(dest)) continue;

                    minLen = node.MinDistance + edge.Weight;
                    isFind = true;
                    break;
                }
            }

            if (isFind)
            {
                foreach (var node in srcs)
                {
                    tmpPath = FindMinx(node, dest, node.MinDistance, node.Rank, "", ref minLen);
                    if (tmpPath == "") continue;
                    dest.Path = node.Path + tmpPath;
                    dest.MinDistance = minLen;
                }
            }
            else
            {
                foreach (var next in nextNodes)
                {
                    minLen = -1;
                    foreach (var node in srcs)
                    {
                        if (minLen == -1) minLen = next.MinDistance;
                        tmpPath = FindMinx(node, next, node.MinDistance, node.Rank, "", ref minLen);
                        if (tmpPath == "") continue;
                        next.Path = node.Path + tmpPath;
                        next.MinDistance = minLen;
                    }
                }
                if (nextNodes.Count == 0) return false;
                FindMin(nextNodes, dest);
            }

            return isFind;
        }

        /// <summary>
        /// 寻找起始节点到目标节点的最小路径，此处采用递归查找。目标节点固定，起始节点递归。
        /// </summary>
        /// <param name="src">起始节点，为临时递归节点</param>
        /// <param name="dest">查找路径中的目标节点</param>
        /// <param name="minx">当前查找最小路径值，此值在递归中共享</param>
        /// <param name="startDist">当前节点以src节点的距离</param>
        /// <param name="srcRank">源节点src的级别</param>
        /// <param name="path">查找中经过的路径</param>
        private string FindMinx(Node src, Node dest, int startDist, int srcRank, string path, ref int minx)
        {
            var goalPath = "";
            var tmpPath1 = "," + path + ",";
            var tmpPath2 = "," + src.Path + ",";
            foreach (var node in src.LE)
            {
                string tmpPath = path;
                node.CurrentNode.SetRank(src);
                var tmpRank = node.CurrentNode.Rank;
                var tmpNodeName = "," + node.CurrentNode.Name + ",";
                //扩散级别大于等于目标级别并且是未走过的节点。
                if (tmpRank <= srcRank || tmpPath1.IndexOf(tmpNodeName, StringComparison.Ordinal) != -1 ||
                    tmpPath2.IndexOf(tmpNodeName, StringComparison.Ordinal) != -1) continue;
                var tmpLength = node.Weight + startDist;
                if (node.CurrentNode.Equals(dest))
                {
                    if (minx > tmpLength)
                    {
                        minx = tmpLength;
                        tmpPath += "," + node.CurrentNode.Name;
                        goalPath = tmpPath;
                    }
                    else if (minx == tmpLength)
                    {
                        tmpPath += "," + node.CurrentNode.Name;
                        goalPath = tmpPath;
                    }
                }
                else
                {
                    if (tmpLength >= minx) continue;
                    //路程小于最小值，查询下个子节点
                    tmpPath += "," + node.CurrentNode.Name;
                    tmpPath = FindMinx(node.CurrentNode, dest, tmpLength, srcRank, tmpPath, ref minx);
                    if (tmpPath != "")
                        goalPath = tmpPath;
                }
            }
            return goalPath;
        }

        /// <summary>初始化图</summary>
        /// <param name="list">图点集合</param>
        private ConcurrentDictionary<String, Node> InitNode(IEnumerable<Map> list)
        {
            var node = new ConcurrentDictionary<String, Node>();

            foreach (var item in list)
            {
                Node n1;
                Node n2;
                if (!node.ContainsKey(item.N1))
                {
                    n1 = new Node(item.N1);
                    node.TryAdd(item.N1, n1);
                }
                else
                {
                    n1 = node[item.N1];
                }
                if (!node.ContainsKey(item.N2))
                {
                    n2 = new Node(item.N2);
                    node.TryAdd(item.N2, n2);
                }
                else
                {
                    n2 = node[item.N2];
                }
                n1.LE.Add(new Edge(item.N2, item.Weight, n2));
            }
            return node;
        }

        #region 拷贝
        public object Clone()
        {
            return MemberwiseClone();
        }

        /// <summary>浅拷贝</summary>
        public Dijkstra CloneEntity()
        {
            return Clone() as Dijkstra;
        }
        #endregion
    }

    /// <summary>
    /// 节点
    /// </summary>
    public class Node : ICloneable
    {
        /// <summary>节点名称</summary>
        public String Name { get; set; }

        /// <summary>节点边集合</summary>
        public List<Edge> LE { get; set; }

        /// <summary>节点级别</summary>
        public Int32 Rank { get; set; }

        /// <summary>最短距离</summary>
        public Int32 MinDistance { get; set; }

        /// <summary>路径</summary>
        public String Path { get; set; }

        /// <summary>查询标识</summary>
        public bool IsFind { get; set; }

        public Node(String name)
        {
            Name = name;
            IsFind = false;
            Rank = -1;
            MinDistance = 0;
            LE = new List<Edge>();
        }

        /// <summary>设置节点级别</summary>
        /// <param name="parentNode">父节点</param>
        public void SetRank(Node parentNode)
        {
            if (Rank != -1) return;

            Rank = parentNode != null ? parentNode.Rank + 1 : 0;
        }

        /// <summary>获取节点级别</summary>
        public Int32 GetRank()
        {
            return Rank;
        }

        #region 拷贝
        public object Clone()
        {
            return MemberwiseClone();
        }

        /// <summary>浅拷贝</summary>
        public Node CloneEntity()
        {
            return Clone() as Node;
        }
        #endregion
    }

    /// <summary>
    /// 节点边
    /// </summary>
    public class Edge : ICloneable
    {
        /// <summary>边名称</summary>
        public String Name { get; set; }

        /// <summary>权值，代价 ,距离</summary>
        public Int32 Weight { get; set; }

        /// <summary>当前向量终点节点</summary>
        public Node CurrentNode { get; set; }

        public Edge(String name, Int32 weight, Node node)
        {
            Name = name;
            Weight = weight;
            CurrentNode = node;
        }

        /// <summary>设置当前节点</summary>
        /// <param name="node">当前向量终点节点</param>
        public void SetCurrentNode(Node node)
        {
            CurrentNode = node;
        }

        #region 拷贝
        public object Clone()
        {
            return MemberwiseClone();
        }

        /// <summary>浅拷贝</summary>
        public Edge CloneEntity()
        {
            return Clone() as Edge;
        }
        #endregion

    }

    /// <summary>图型</summary>
    public class Map : ICloneable
    {
        /// <summary>节点1</summary>
        public string N1 { get; set; }

        /// <summary>节点2</summary>
        public string N2 { get; set; }

        /// <summary>权值，代价 ,距离</summary>
        public int Weight { get; set; }

        public Map()
        {
        }

        public Map(string n1, string n2, int weight)
        {
            N1 = n1;
            N2 = n2;
            Weight = weight;
        }

        #region 拷贝
        public object Clone()
        {
            return MemberwiseClone();
        }

        /// <summary>浅拷贝</summary>
        public Map CloneEntity()
        {
            return Clone() as Map;
        }
        #endregion

    }

}

用法:

private IEnumerable<Map> InitMap()
        {
            var list = new List<Map>
            {
                new Map("A", "B", 3),
                new Map("A", "C", 5),
                new Map("A", "D", 2),
                new Map("B", "A", 3),
                new Map("B", "C", 4),
                new Map("B", "E", 10),
                new Map("C", "A", 5),
                new Map("C", "B", 4),
                new Map("C", "D", 2),
                new Map("C", "F", 1),
                new Map("C", "G", 6),
                new Map("D", "A", 2),
                new Map("D", "C", 2),
                new Map("D", "H", 3),
                new Map("E", "B", 10),
                new Map("E", "F", 4),
                new Map("E", "I", 2),
                new Map("F", "C", 1),
                new Map("F", "E", 4),
                new Map("F", "K", 8),
                new Map("F", "L", 2),
                new Map("G", "C", 6),
                new Map("G", "H", 8),
                new Map("G", "L", 2),
                new Map("H", "D", 3),
                new Map("H", "G", 8),
                new Map("I", "E", 2),
                new Map("I", "K", 6),
                new Map("I", "J", 1),
                new Map("J", "I", 1),
                new Map("J", "K", 9),
                new Map("K", "J", 9),
                new Map("K", "I", 6),
                new Map("K", "F", 8),
                new Map("K", "L", 5),
                new Map("L", "K", 5),
                new Map("L", "F", 2),
                new Map("L", "G", 2)
            };
            return list;
        }

void 调用(){

var dij = new Dijkstra(InitMap(), start, end);
dij.Find();
var _path = string.Format("最短距离:{0} 路径:{1}{2}  总耗时:{3} 毫秒 \r\n", dij.EndNode.MinDistance, start,  dij.EndNode.Path, sw.ElapsedMilliseconds); //在界面显示结果

}

友情连接