给定两个字符串A和B ,任务是找到A的最小子字符串,其中B作为子序列。
例子:
Input: A = “abcdefababaef”, B = “abf”
Output: 5
Explanation:
Smallest substring of A having B as subsequence is abcdef.
Therefore, the required length is 5.
Input: A = “abcdefababaef”, B = “aef”
Output: 3
处理方法:按照以下步骤解决问题:
- 将A中也存在于B中的所有字符索引存储在 Map CharacterIndex 中。
- 遍历字符串B 的所有字符。
- 检查字符串B的第一个字符是否存在于字符串A 中:
- 如果发现为真,则使用字符串A 中第一次出现B[0]的索引初始化两个变量firstVar和lastVar 。
- 更新值后,从 Map CharacterIndex 中删除该字符。
- 否则,不可能有更多的子串。
- 对于B的剩余字符,检查该字符是否存在于字符串A 中。如果发现是真的,遍历所有的字符串中的该字符的出现,如果该字符的字符串是一个指数超过lastVar,然后更新与该指数的lastVar。否则,不可能有更多的子串。
- 如果B被完全遍历,用firstVar和lastVar之间的差异更新答案。
- 打印最终最小化的答案。
下面是上述方法的实现:
C++
// C++ program to implement
// the above approach
#include
using namespace std;
// Function to find the length of
// smallest substring of a having
// string b as a subsequence
int minLength(string a, string b)
{
// Stores the characters present
// in string b
map Char;
for (int i = 0; i < b.length(); i++) {
Char[b[i]]++;
}
// Find index of characters of a
// that are also present in string b
map > CharacterIndex;
for (int i = 0; i < a.length(); i++) {
char x = a[i];
// If character is present in string b
if (Char.find(x) != Char.end()) {
// Store the index of character
CharacterIndex[x].push_back(i);
}
}
int len = INT_MAX;
// Flag is used to check if
// substring is possible
int flag;
while (true) {
// Assume that substring is
// possible
flag = 1;
// Stores first and last
// indices of the substring
// respectively
int firstVar, lastVar;
for (int i = 0; i < b.length(); i++) {
// For first character of string b
if (i == 0) {
// If the first character of
// b is not present in a
if (CharacterIndex.find(b[i])
== CharacterIndex.end()) {
flag = 0;
break;
}
// If the first character of b
// is present in a
else {
int x = *(
CharacterIndex[b[i]].begin());
// Remove the index from map
CharacterIndex[b[i]].erase(
CharacterIndex[b[i]].begin());
// Update indices of
// the substring
firstVar = x;
lastVar = x;
}
}
// For the remaining characters of b
else {
int elementFound = 0;
for (auto e : CharacterIndex[b[i]]) {
if (e > lastVar) {
// If index possible for
// current character
elementFound = 1;
lastVar = e;
break;
}
}
if (elementFound == 0) {
// If no index is possible
flag = 0;
break;
}
}
}
if (flag == 0) {
// If no more substring
// is possible
break;
}
// Update the minimum length
// of substring
len = min(len,
abs(lastVar - firstVar) + 1);
}
// Return the result
return len;
}
// Driver Code
int main()
{
// Given two string
string a = "abcdefababaef";
string b = "abf";
int len = minLength(a, b);
if (len != INT_MAX) {
cout << len << endl;
}
else {
cout << "Impossible" << endl;
}
}
Java
// Java program to implement
// the above approach
import java.util.ArrayList;
import java.util.HashMap;
class GFG{
// Function to find the length of
// smallest substring of a having
// string b as a subsequence
static int minLength(String a, String b)
{
// Stores the characters present
// in string b
HashMap Char = new HashMap<>();
for(int i = 0; i < b.length(); i++)
{
Char.put(b.charAt(i),
Char.getOrDefault(b.charAt(i), 0) + 1);
}
// Find index of characters of a
// that are also present in string b
HashMap>
CharacterIndex = new HashMap<>();
for(int i = 0; i < a.length(); i++)
{
char x = a.charAt(i);
// If character is present in string b
if (Char.containsKey(x))
{
if (CharacterIndex.get(x) == null)
{
CharacterIndex.put(
x, new ArrayList());
}
// Store the index of character
CharacterIndex.get(x).add(i);
}
}
int len = Integer.MAX_VALUE;
// Flag is used to check if
// substring is possible
int flag;
while (true)
{
// Assume that substring is
// possible
flag = 1;
// Stores first and last
// indices of the substring
// respectively
int firstVar = 0, lastVar = 0;
for(int i = 0; i < b.length(); i++)
{
// For first character of string b
if (i == 0)
{
// If the first character of
// b is not present in a
if (CharacterIndex.containsKey(i))
{
flag = 0;
break;
}
// If the first character of b
// is present in a
else
{
int x = CharacterIndex.get(b.charAt(i)).get(0);
// Remove the index from map
CharacterIndex.get(b.charAt(i)).remove(
CharacterIndex.get(b.charAt(i)).get(0));
// Update indices of
// the substring
firstVar = x;
lastVar = x;
}
}
// For the remaining characters of b
else
{
int elementFound = 0;
for(var e :
CharacterIndex.get(b.charAt(i)))
{
if (e > lastVar)
{
// If index possible for
// current character
elementFound = 1;
lastVar = e;
break;
}
}
if (elementFound == 0)
{
// If no index is possible
flag = 0;
break;
}
}
}
if (flag == 0)
{
// If no more substring
// is possible
break;
}
// Update the minimum length
// of substring
len = Math.min(
len, Math.abs(lastVar - firstVar) + 1);
}
// Return the result
return len;
}
// Driver code
public static void main(String[] args)
{
// Given two string
String a = "abcdefababaef";
String b = "abf";
int len = minLength(a, b);
if (len != Integer.MAX_VALUE)
{
System.out.println(len);
}
else
{
System.out.println("Impossible");
}
}
}
// This code is contributed by sk944795
Python3
# Python3 program to implement
# the above approach
import sys
# Function to find the length of
# smallest substring of a having
# string b as a subsequence
def minLength(a, b):
# Stores the characters present
# in string b
Char = {}
for i in range(len(b)):
Char[b[i]] = Char.get(b[i], 0) + 1
# Find index of characters of a
# that are also present in string b
CharacterIndex = {}
for i in range(len(a)):
x = a[i]
# If character is present in string b
if (x in Char):
# Store the index of character
CharacterIndex[x] = CharacterIndex.get(x, [])
CharacterIndex[x].append(i)
l = sys.maxsize
# Flag is used to check if
# substring is possible
while(True):
# Assume that substring is
# possible
flag = 1
firstVar = 0
lastVar = 0
# Stores first and last
# indices of the substring
# respectively
for i in range(len(b)):
# For first character of string b
if (i == 0):
# If the first character of
# b is not present in a
if (b[i] not in CharacterIndex):
flag = 0
break
# If the first character of b
# is present in a
else:
x = CharacterIndex[b[i]][0]
# Remove the index from map
CharacterIndex[b[i]].remove(
CharacterIndex[b[i]][0])
# Update indices of
# the substring
firstVar = x
lastVar = x
# For the remaining characters of b
else:
elementFound = 0
for e in CharacterIndex[b[i]]:
if (e > lastVar):
# If index possible for
# current character
elementFound = 1
lastVar = e
break
if (elementFound == 0):
# If no index is possible
flag = 0
break
if (flag == 0):
# If no more substring
# is possible
break
# Update the minimum length
# of substring
l = min(l, abs(lastVar - firstVar) + 1)
# Return the result
return l
# Driver Code
if __name__ == '__main__':
# Given two string
a = "abcdefababaef"
b = "abf"
l = minLength(a, b)
if (l != sys.maxsize):
print(l)
else:
print("Impossible")
# This code is contributed by SURENDRA_GANGWAR
输出:
5
时间复杂度: O(N 2 )
辅助空间: O(N)
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