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943. Find the Shortest Superstring

Description

Given an array of strings words, return the smallest string that contains each string in words as a substring. If there are multiple valid strings of the smallest length, return any of them.

You may assume that no string in words is a substring of another string in words.

 

Example 1:

Input: words = ["alex","loves","leetcode"]
Output: "alexlovesleetcode"
Explanation: All permutations of "alex","loves","leetcode" would also be accepted.

Example 2:

Input: words = ["catg","ctaagt","gcta","ttca","atgcatc"]
Output: "gctaagttcatgcatc"

 

Constraints:

  • 1 <= words.length <= 12
  • 1 <= words[i].length <= 20
  • words[i] consists of lowercase English letters.
  • All the strings of words are unique.

Solutions

  • class Solution {
        public String shortestSuperstring(String[] words) {
            int n = words.length;
            int[][] g = new int[n][n];
            for (int i = 0; i < n; ++i) {
                String a = words[i];
                for (int j = 0; j < n; ++j) {
                    String b = words[j];
                    if (i != j) {
                        for (int k = Math.min(a.length(), b.length()); k > 0; --k) {
                            if (a.substring(a.length() - k).equals(b.substring(0, k))) {
                                g[i][j] = k;
                                break;
                            }
                        }
                    }
                }
            }
            int[][] dp = new int[1 << n][n];
            int[][] p = new int[1 << n][n];
            for (int i = 0; i < 1 << n; ++i) {
                Arrays.fill(p[i], -1);
                for (int j = 0; j < n; ++j) {
                    if (((i >> j) & 1) == 1) {
                        int pi = i ^ (1 << j);
                        for (int k = 0; k < n; ++k) {
                            if (((pi >> k) & 1) == 1) {
                                int v = dp[pi][k] + g[k][j];
                                if (v > dp[i][j]) {
                                    dp[i][j] = v;
                                    p[i][j] = k;
                                }
                            }
                        }
                    }
                }
            }
            int j = 0;
            for (int i = 0; i < n; ++i) {
                if (dp[(1 << n) - 1][i] > dp[(1 << n) - 1][j]) {
                    j = i;
                }
            }
            List<Integer> arr = new ArrayList<>();
            arr.add(j);
            for (int i = (1 << n) - 1; p[i][j] != -1;) {
                int k = i;
                i ^= (1 << j);
                j = p[k][j];
                arr.add(j);
            }
            Set<Integer> vis = new HashSet<>(arr);
            for (int i = 0; i < n; ++i) {
                if (!vis.contains(i)) {
                    arr.add(i);
                }
            }
            Collections.reverse(arr);
            StringBuilder ans = new StringBuilder(words[arr.get(0)]);
            for (int i = 1; i < n; ++i) {
                int k = g[arr.get(i - 1)][arr.get(i)];
                ans.append(words[arr.get(i)].substring(k));
            }
            return ans.toString();
        }
    }
    
  • class Solution {
    public:
        string shortestSuperstring(vector<string>& words) {
            int n = words.size();
            vector<vector<int>> g(n, vector<int>(n));
            for (int i = 0; i < n; ++i) {
                auto a = words[i];
                for (int j = 0; j < n; ++j) {
                    auto b = words[j];
                    if (i != j) {
                        for (int k = min(a.size(), b.size()); k > 0; --k) {
                            if (a.substr(a.size() - k) == b.substr(0, k)) {
                                g[i][j] = k;
                                break;
                            }
                        }
                    }
                }
            }
            vector<vector<int>> dp(1 << n, vector<int>(n));
            vector<vector<int>> p(1 << n, vector<int>(n, -1));
            for (int i = 0; i < 1 << n; ++i) {
                for (int j = 0; j < n; ++j) {
                    if ((i >> j) & 1) {
                        int pi = i ^ (1 << j);
                        for (int k = 0; k < n; ++k) {
                            if ((pi >> k) & 1) {
                                int v = dp[pi][k] + g[k][j];
                                if (v > dp[i][j]) {
                                    dp[i][j] = v;
                                    p[i][j] = k;
                                }
                            }
                        }
                    }
                }
            }
            int j = 0;
            for (int i = 0; i < n; ++i) {
                if (dp[(1 << n) - 1][i] > dp[(1 << n) - 1][j]) {
                    j = i;
                }
            }
            vector<int> arr = {j};
            for (int i = (1 << n) - 1; p[i][j] != -1;) {
                int k = i;
                i ^= (1 << j);
                j = p[k][j];
                arr.push_back(j);
            }
            unordered_set<int> vis(arr.begin(), arr.end());
            for (int i = 0; i < n; ++i) {
                if (!vis.count(i)) {
                    arr.push_back(i);
                }
            }
            reverse(arr.begin(), arr.end());
            string ans = words[arr[0]];
            for (int i = 1; i < n; ++i) {
                int k = g[arr[i - 1]][arr[i]];
                ans += words[arr[i]].substr(k);
            }
            return ans;
        }
    };
    
  • class Solution:
        def shortestSuperstring(self, words: List[str]) -> str:
            n = len(words)
            g = [[0] * n for _ in range(n)]
            for i, a in enumerate(words):
                for j, b in enumerate(words):
                    if i != j:
                        for k in range(min(len(a), len(b)), 0, -1):
                            if a[-k:] == b[:k]:
                                g[i][j] = k
                                break
            dp = [[0] * n for _ in range(1 << n)]
            p = [[-1] * n for _ in range(1 << n)]
            for i in range(1 << n):
                for j in range(n):
                    if (i >> j) & 1:
                        pi = i ^ (1 << j)
                        for k in range(n):
                            if (pi >> k) & 1:
                                v = dp[pi][k] + g[k][j]
                                if v > dp[i][j]:
                                    dp[i][j] = v
                                    p[i][j] = k
            j = 0
            for i in range(n):
                if dp[-1][i] > dp[-1][j]:
                    j = i
            arr = [j]
            i = (1 << n) - 1
            while p[i][j] != -1:
                i, j = i ^ (1 << j), p[i][j]
                arr.append(j)
            arr = arr[::-1]
            vis = set(arr)
            arr.extend([j for j in range(n) if j not in vis])
            ans = [words[arr[0]]] + [words[j][g[i][j] :] for i, j in pairwise(arr)]
            return ''.join(ans)
    
    
  • func shortestSuperstring(words []string) string {
    	n := len(words)
    	g := make([][]int, n)
    	for i, a := range words {
    		g[i] = make([]int, n)
    		for j, b := range words {
    			if i != j {
    				for k := min(len(a), len(b)); k > 0; k-- {
    					if a[len(a)-k:] == b[:k] {
    						g[i][j] = k
    						break
    					}
    				}
    			}
    		}
    	}
    	dp := make([][]int, 1<<n)
    	p := make([][]int, 1<<n)
    	for i := 0; i < 1<<n; i++ {
    		dp[i] = make([]int, n)
    		p[i] = make([]int, n)
    		for j := 0; j < n; j++ {
    			p[i][j] = -1
    			if ((i >> j) & 1) == 1 {
    				pi := i ^ (1 << j)
    				for k := 0; k < n; k++ {
    					if ((pi >> k) & 1) == 1 {
    						v := dp[pi][k] + g[k][j]
    						if v > dp[i][j] {
    							dp[i][j] = v
    							p[i][j] = k
    						}
    					}
    				}
    			}
    		}
    	}
    	j := 0
    	for i := 0; i < n; i++ {
    		if dp[(1<<n)-1][i] > dp[(1<<n)-1][j] {
    			j = i
    		}
    	}
    	arr := []int{j}
    	vis := make([]bool, n)
    	vis[j] = true
    	for i := (1 << n) - 1; p[i][j] != -1; {
    		k := i
    		i ^= (1 << j)
    		j = p[k][j]
    		arr = append(arr, j)
    		vis[j] = true
    	}
    	for i := 0; i < n; i++ {
    		if !vis[i] {
    			arr = append(arr, i)
    		}
    	}
    	ans := &strings.Builder{}
    	ans.WriteString(words[arr[n-1]])
    	for i := n - 2; i >= 0; i-- {
    		k := g[arr[i+1]][arr[i]]
    		ans.WriteString(words[arr[i]][k:])
    	}
    	return ans.String()
    }
    

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