Minimum removal of subsequences of distinct consecutive characters required to empty a given string️‍🔥

Q: What is Minimum removal of subsequences of distinct consecutive characters required to empty a given string?

In this article, we will learn Minimum removal of subsequences of distinct consecutive characters required to empty a given string,This free Data Structures and Algorithms tutorial for complete beginners will help you learn Data Structures and Algorithms from scratch.

Q: How to use Minimum removal of subsequences of distinct consecutive characters required to empty a given string in Data Structures and Algorithms?

Given a binary string, str, the task is to empty the given string by minimum number of removals of a single character or a subsequence containing distinct consecutive characters from str

Given a binary string, str, the task is to empty the given string by minimum number of removals of a single character or a subsequence containing distinct consecutive characters from str.

Examples:

Input: str = “0100100111”
Output: 3
Explanation:
Removing the subsequence “010101” from the string modifies str to “0011”.
Removing the subsequence “01” from the string modifies str to “01”.
Removing the subsequence “01” from the string modifies str to “” which is an empty string.
Therefore, the required output is 3.

Input: str = “010110”
Output: 2

Naive Approach: The simplest approach to solve this problem is to traverse the string repetitively and remove the longest subsequence of distinct consecutive characters from the string and increment the count after every removal. Finally, print the count.

Time Complexity: O(N²)
Auxiliary Space: O(1)

Efficient Approach: The problem can be solved using Greedy technique. Follow the steps below to solve the problem:

Initialize two variables, say cntOne and cntZero, to store the count of 1s and 0s.
Traverse the string using variable i and check the following conditions:
- If str[i] == ‘0’, then increment the value of cntZero and check if the value of cntOne is greater than 0 or not. If found to be true, then decrement the value of cntOne.
- If str[i] == ‘1’, then increment the value of cntOne and check if the value of cntZero is greater than 0 or not. If found to be true, then decrement the value of cntZero.
Finally, print the value of (cntZero + cntOne).

Below is the implementation of the above approach:

C++

// C++ program to implement
// the above approach
 
#include <bits/stdc++.h>
using namespace std;
 
//Function to count minimum operations required
// to make the string an empty string
int findMinOperationsReqEmpStr(string str)
{
    // Stores count of 1s by removing
    // consecutive distinct subsequence
    int cntOne = 0;
 
    // Stores count of 0s by removing
    // consecutive distinct subsequence
    int cntZero = 0 ;
 
    // Stores length of str
    int N = str.length();
 
    // Traverse the string
    for (int i = 0; i < N; i++) {
 
        // If current character
        // is 0
        if(str[i] == '0'){
            if (cntOne) {
 
                // Update cntOne
                cntOne--;
            }
 
            // Update cntZero
            cntZero++;
        }
 
        // If current character
        // is 1
        else{
 
            //Update cntZero
            if (cntZero) {
                cntZero--;
            }
             
             
            // Update cntOne
            cntOne++;
        }
    }
     
    return (cntOne + cntZero);
}
 
 
// Driver Code
int main()
{
    string str = "0100100111";
    cout<< findMinOperationsReqEmpStr(str);
}

Java

// Java program to implement 
// the above approach 
import java.util.*;
import java.lang.*;
 
class GFG{
 
//Function to count minimum operations required 
// to make the string an empty string 
static int findMinOperationsReqEmpStr(String str)
{
     
    // Stores count of 1s by removing 
    // consecutive distinct subsequence 
    int cntOne = 0; 
 
    // Stores count of 0s by removing 
    // consecutive distinct subsequence 
    int cntZero = 0; 
 
    // Stores length of str 
    int N = str.length(); 
 
    // Traverse the string 
    for(int i = 0; i < N; i++) 
    { 
         
        // If current character 
        // is 0 
        if(str.charAt(i) == '0')
        { 
            if (cntOne != 0)
            { 
                 
                // Update cntOne 
                cntOne--; 
            } 
 
            // Update cntZero 
            cntZero++; 
        } 
 
        // If current character 
        // is 1 
        else
        { 
             
            // Update cntZero 
            if (cntZero != 0) 
            {
                cntZero--; 
            } 
             
            // Update cntOne 
            cntOne++; 
        } 
    } 
    return (cntOne + cntZero); 
}
 
// Driver code
public static void main(String[] args)
{
    String str = "0100100111"; 
     
    System.out.print(findMinOperationsReqEmpStr(str)); 
}
}
 
// This code is contributed by ajaykr00kj

Python3

# Python3 program to implement 
# the above approach 
 
# Function to count minimum operations 
# required to make the string an empty 
# string 
def findMinOperationsReqEmpStr(str):
     
    # Stores count of 1s by removing 
    # consecutive distinct subsequence 
    cntOne = 0
   
    # Stores count of 0s by removing 
    # consecutive distinct subsequence 
    cntZero = 0
     
    # Traverse the string 
    for element in str: 
         
        # If current character 
        # is 0 
        if element == '0': 
            if cntOne > 0:  
   
                # Update cntOne 
                cntOne = cntOne - 1
                 
            # Update cntZero 
            cntZero = cntZero + 1
             
        # If current character 
        # is 1 
        else:
             
            # Update cntZero 
            if cntZero > 0: 
                cntZero = cntZero - 1
              
            # Update cntOne 
            cntOne = cntOne + 1
     
    return cntOne + cntZero   
     
# Driver code 
if __name__ == "__main__": 
     
    str = "0100100111"
     
    print(findMinOperationsReqEmpStr(str)) 
 
# This code is contributed by ajaykr00kj

C#

// C# program to implement 
// the above approach 
using System;
 
class GFG
{
 
// Function to count minimum operations required 
// to make the string an empty string 
static int findMinOperationsReqEmpStr(String str)
{
     
    // Stores count of 1s by removing 
    // consecutive distinct subsequence 
    int cntOne = 0; 
 
    // Stores count of 0s by removing 
    // consecutive distinct subsequence 
    int cntZero = 0; 
 
    // Stores length of str 
    int N = str.Length; 
 
    // Traverse the string 
    for(int i = 0; i < N; i++) 
    { 
         
        // If current character 
        // is 0 
        if(str[i] == '0')
        { 
            if (cntOne != 0)
            { 
                 
                // Update cntOne 
                cntOne--; 
            } 
 
            // Update cntZero 
            cntZero++; 
        } 
 
        // If current character 
        // is 1 
        else
        { 
             
            // Update cntZero 
            if (cntZero != 0) 
            {
                cntZero--; 
            } 
             
            // Update cntOne 
            cntOne++; 
        } 
    } 
    return (cntOne + cntZero); 
}
 
// Driver code
public static void Main(String[] args)
{
    String str = "0100100111"; 
     
    Console.Write(findMinOperationsReqEmpStr(str)); 
}
}
 
// This code is contributed by 29AjayKumar 

Javascript

<script>
 
// Javascript program to implement
// the above approach
 
// Function to count minimum operations required
// to make the string an empty string
function findMinOperationsReqEmpStr(str)
{
     
    // Stores count of 1s by removing
    // consecutive distinct subsequence
    let cntOne = 0;
  
    // Stores count of 0s by removing
    // consecutive distinct subsequence
    let cntZero = 0;
  
    // Stores length of str
    let N = str.length;
  
    // Traverse the string
    for(let i = 0; i < N; i++)
    {
          
        // If current character
        // is 0
        if (str[i] == '0')
        {
            if (cntOne != 0)
            {
                 
                // Update cntOne
                cntOne--;
            }
  
            // Update cntZero
            cntZero++;
        }
  
        // If current character
        // is 1
        else
        {
             
            // Update cntZero
            if (cntZero != 0)
            {
                cntZero--;
            }
              
            // Update cntOne
            cntOne++;
        }
    }
    return (cntOne + cntZero);
}
     
// Driver code
let str = "0100100111";
  
document.write(findMinOperationsReqEmpStr(str));
 
// This code is contributed by code_hunt
 
</script>

Output:

Time Complexity: O(N)
Auxiliary Space: O(1)