0097-interleaving-string.js

/**
 * Brute Force - DFS
 * Time O(2^(N + M)) | Space O(N + M)
 * https://leetcode.com/problems/interleaving-string/
 * @param {string} s1
 * @param {string} s2
 * @param {string} s3
 * @return {boolean}
 */
var isInterleave = (s1, s2, s3, i = 0, j = 0, res = '') => {
    const isBaseCase1 = s3.length !== s1.length + s2.length;
    if (isBaseCase1) return false;

    const isBaseCase2 = res === s3 && i == s1.length && j == s2.length;
    if (isBaseCase2) return true;

    return dfs(s1, s2, s3, i, j, res); /* Time O(2^(N + M)) | Space O(N + M) */
};

var dfs = (s1, s2, s3, i, j, res, ans = false) => {
    const hasLeft = i < s1.length;
    if (hasLeft)
        ans |= isInterleave(
            s1,
            s2,
            s3,
            i + 1,
            j,
            `${res}${s1[i]}`,
        ); /* Time O(2^(N + M)) | Space O(N) */

    const hasRight = j < s2.length;
    if (hasRight)
        ans |= isInterleave(
            s1,
            s2,
            s3,
            i,
            j + 1,
            `${res}${s2[j]}`,
        ); /* Time O(2^(N + M)) | Space O(M) */

    return ans;
};

/**
 * DP - Top Down
 * Matrix - Memoization
 * Time O(N * M) | Space O(N * M)
 * https://leetcode.com/problems/interleaving-string/
 * @param {string} s1
 * @param {string} s2
 * @param {string} s3
 * @return {boolean}
 */
var isInterleave = (
    s1,
    s2,
    s3,
    i = 0,
    j = 0,
    k = 0,
    memo = initMemo(s1, s2),
) => {
    const isBaseCase1 = s3.length !== s1.length + s2.length;
    if (isBaseCase1) return false;

    const isBaseCase2 = i === s1.length;
    if (isBaseCase2)
        return s2.slice(j) === s3.slice(k); /* Time O(M + K) | Space O(M + K) */

    const isBaseCase3 = j === s2.length;
    if (isBaseCase3)
        return s1.slice(i) === s3.slice(k); /* Time O(N + K) | Space O(N + K) */

    const hasSeen = memo[i][j] !== null;
    if (hasSeen) return memo[i][j];

    return dfs(
        s1,
        s2,
        s3,
        i,
        j,
        k,
        memo,
    ); /* Time O(N * M) | Space O((N * M) + HEIGHT) */
};

var initMemo = (s1, s2) =>
    new Array(s1.length)
        .fill() /* Time O(N) | Space O(N) */
        .map(() =>
            new Array(s2.length).fill(null),
        ); /* Time O(M) | Space O(M) */

var dfs = (s1, s2, s3, i, j, k, memo) => {
    const left =
        s3[k] === s1[i] &&
        isInterleave(
            s1,
            s2,
            s3,
            i + 1,
            j,
            k + 1,
            memo,
        ); /* Time O(N) | Space O(HEIGHT) */
    const right =
        s3[k] === s2[j] &&
        isInterleave(
            s1,
            s2,
            s3,
            i,
            j + 1,
            k + 1,
            memo,
        ); /* Time O(M) | Space O(HEIGHT) */

    memo[i][j] = left || right; /*           | Space O(N * M) */
    return memo[i][j];
};

/**
 * DP - Bottom Up
 * Matrix - Tabulation
 * Time O(N * M) | Space O(N * M)
 * https://leetcode.com/problems/interleaving-string/
 * @param {string} s1
 * @param {string} s2
 * @param {string} s3
 * @return {boolean}
 */
var isInterleave = (s1, s2, s3) => {
    const isBaseCase = s3.length !== s1.length + s2.length;
    if (isBaseCase) return false;

    const tabu = initTabu(s1, s2); /* Time O(N * M) | Space O(N * M) */

    search(s1, s2, s3, tabu); /* Time O(N * M) | Space O(N * M) */

    return tabu[s1.length][s2.length];
};

var initTabu = (s1, s2) =>
    new Array(s1.length + 1)
        .fill() /* Time O(N) | Space O(N) */
        .map(() =>
            new Array(s2.length + 1).fill(null),
        ); /* Time O(M) | Space O(M) */

var search = (s1, s2, s3, tabu) => {
    const [rows, cols] = [s1.length, s2.length];

    for (let row = 0; row <= rows; row++) {
        /* Time O(N) */
        for (let col = 0; col <= cols; col++) {
            /* Time O(M) */
            tabu[row][col] =
                /* Space O(N * M) */
                hasMatch(s1, s2, s3, row, col, tabu);
        }
    }
};

var hasMatch = (s1, s2, s3, i, j, tabu) => {
    const isBaseCase1 = i === 0 && j === 0;
    if (isBaseCase1) return true;

    const isBaseCase2 = i === 0;
    if (isBaseCase2) return getRight(i, j, s2, s3, tabu);

    const isBaseCase3 = j === 0;
    if (isBaseCase3) return getLeft(i, j, s1, s3, tabu);

    const left = getLeft(i, j, s1, s3, tabu);
    const right = getRight(i, j, s2, s3, tabu);

    return left || right;
};

var getLeft = (i, j, s1, s3, tabu) =>
    (tabu[i - 1][j] && s1[i - 1]) === s3[i + j - 1];

var getRight = (i, j, s2, s3, tabu) =>
    (tabu[i][j - 1] && s2[j - 1]) === s3[i + j - 1];

/**
 * DP - Bottom Up
 * Array - Tabulation
 * Time O(N * M) | Space O(M)
 * https://leetcode.com/problems/interleaving-string/
 * @param {string} s1
 * @param {string} s2
 * @param {string} s3
 * @return {boolean}
 */
var isInterleave = (s1, s2, s3) => {
    const isBaseCase = s3.length !== s1.length + s2.length;
    if (isBaseCase) return false;

    const tabu = initTabu(s2); /* Time O(M)     | Space O(M) */

    search(s1, s2, s3, tabu); /* Time O(N * M) | Space O(M) */

    return tabu[s2.length];
};

var initTabu = (s2) =>
    new Array(s2.length + 1).fill(false); /* Time O(M) | Space O(M) */

var search = (s1, s2, s3, tabu) => {
    const [rows, cols] = [s1.length, s2.length];

    for (let row = 0; row <= rows; row++) {
        /* Time O(N)*/
        for (let col = 0; col <= cols; col++) {
            /* Time O(M)*/
            tabu[col] = /* Space O(M)*/ hasMatch(s1, s2, s3, row, col, tabu);
        }
    }
};

var hasMatch = (s1, s2, s3, i, j, tabu) => {
    const isBaseCase1 = i === 0 && j === 0;
    if (isBaseCase1) return true;

    const isBaseCase2 = i === 0;
    if (isBaseCase2) return getRight(i, j, s2, s3, tabu);

    const isBaseCase3 = j === 0;
    if (isBaseCase3) return getLeft(i, j, s1, s3, tabu);

    return getLeft(i, j, s1, s3, tabu) || getRight(i, j, s2, s3, tabu);
};

var getLeft = (i, j, s1, s3, tabu) => tabu[j] && s1[i - 1] === s3[i + j - 1];

var getRight = (i, j, s2, s3, tabu) =>
    tabu[j - 1] && s2[j - 1] === s3[i + j - 1];