java 利用动态规划求两个字符串最大子序列长度

public class LCS {
    public int findLCS(String A, String B) {
        int n = A.length();
        int m = B.length();
        char[] a = A.toCharArray();
        char[] b = B.toCharArray();
        int[][] dp = new int[n][m];
        for (int i = 0; i < n; i++) {//第一列
            if (a[i] == b[0]) {
                dp[i][0] = 1;
                for (int j = i + 1; j < n; j++) {
                    dp[j][0] = 1;
                }
                break;
            }
        }

        for (int i = 0; i < m; i++) {//第一行
            if (a[0] == b[i]) {
                dp[0][i] = 1;
                for (int j = i + 1; j < m; j++) {
                    dp[0][j] = 1;
                }
                break;
            }
        }
        for (int i = 1; i < n; i++) {
            for (int j = 1; j < m; j++) {
                if (a[i] == b[j]) {
                    dp[i][j] = dp[i - 1][j - 1] + 1;
                } else {
                    dp[i][j] = Math.max(dp[i - 1][j], dp[i][j - 1]);
                }
            }
        }
        for (int i = 0; i < n; i++) {
            for (int j = 0; j < m; j++) {
                System.out.print(dp[i][j] + " ");
            }
            System.out.println();
        }
        return dp[n - 1][m - 1];
    }

    public static void main(String[] args) {
        LCS lcs = new LCS();
        int findLCS = lcs.findLCS("android", "random");
        System.out.println("最长子序列长度:" + findLCS);
    }
}

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转载自blog.csdn.net/qq_32671919/article/details/80067402