public class LevenshteinDistance { #region 私有变量 /// /// 字符串1 /// private char[] _ArrChar1; /// /// 字符串2 /// private char[] _ArrChar2; /// /// 统计结果 /// private Result _Result; /// /// 开始时间 /// private DateTime _BeginTime; /// /// 结束时间 /// private DateTime _EndTime; /// /// 计算次数 /// private int _ComputeTimes; /// /// 算法矩阵 /// private int[,] _Matrix; /// /// 矩阵列数 /// private int _Column; /// /// 矩阵行数 /// private int _Row; #endregion #region 属性 public Result ComputeResult { get { return _Result; } } #endregion #region 构造函数 public LevenshteinDistance(string str1, string str2) { this.LevenshteinDistanceInit(str1,str2); } public LevenshteinDistance() { } #endregion #region 算法实现 /// /// 初始化算法基本信息 /// /// 字符串1 /// 字符串2 private void LevenshteinDistanceInit(string str1,string str2) { _ArrChar1 = str1.ToCharArray(); _ArrChar2 = str2.ToCharArray(); _Result = new Result(); _ComputeTimes = 0; _Row = _ArrChar1.Length + 1; _Column = _ArrChar2.Length + 1; _Matrix = new int[_Row, _Column]; } /// /// 计算相似度 /// public void Compute() { //开始时间 _BeginTime = DateTime.Now; //初始化矩阵的第一行和第一列 this.InitMatrix(); int intCost = 0; for (int i = 1; i < _Row; i++) { for (int j = 1; j < _Column; j++) { if (_ArrChar1[i - 1] == _ArrChar2[j - 1]) { intCost = 0; } else { intCost = 1; } //关键步骤,计算当前位置值为左边+1、上面+1、左上角+intCost中的最小值 //循环遍历到最后_Matrix[_Row - 1, _Column - 1]即为两个字符串的距离 _Matrix[i, j] = this.Minimum(_Matrix[i - 1, j] + 1, _Matrix[i, j - 1] + 1, _Matrix[i - 1, j - 1] + intCost); _ComputeTimes++; } } //结束时间 _EndTime = DateTime.Now; //相似率 移动次数小于最长的字符串长度的20%算同一题 int intLength = _Row > _Column ? _Row : _Column; _Result.Rate = (1 - (double)_Matrix[_Row - 1, _Column - 1] / intLength).ToString().Substring(0, 6); if (_Result.Rate.Length > 6) { _Result.Rate = _Result.Rate.Substring(0, 6); } _Result.UseTime = (_EndTime - _BeginTime).ToString(); _Result.ComputeTimes = _ComputeTimes.ToString() + " 距离为:" + _Matrix[_Row - 1, _Column - 1].ToString(); } /// /// 计算相似度 /// /// 字符串1 /// 字符串2 public void Compute(string str1,string str2) { this.LevenshteinDistanceInit(str1, str2); this.Compute(); } /// /// 初始化矩阵的第一行和第一列 /// private void InitMatrix() { for (int i = 0; i < _Column; i++) { _Matrix[0, i] = i; } for (int i = 0; i < _Row; i++) { _Matrix[i, 0] = i; } } /// /// 取三个数中的最小值 /// /// /// /// /// private int Minimum(int First, int Second, int Third) { int intMin = First; if (Second < intMin) { intMin = Second; } if (Third < intMin) { intMin = Third; } return intMin; } #endregion } /// /// 计算结果 /// public struct Result { /// /// 相似度 /// public string Rate; /// /// 对比次数 /// public string ComputeTimes; /// /// 使用时间 /// public string UseTime; } //csharp/7290