Tuesday, October 8, 2024
Google search engine
HomeData Modelling & AIMinimize cost to cover floor using tiles of dimensions 1*1 and 1*2

Minimize cost to cover floor using tiles of dimensions 1*1 and 1*2

Given a 2D array arr[][] of size N*M consisting of ‘.’ and ‘*’ characters representing a floor and two positive integers A and B representing the cost of a 1*1 and 1*2 tile respectively, the task is to fill all the characters having ‘.’ on the floor with the tiles of dimensions 1*1 or 1*2 such that the cost of filling the floor is minimized and rotation of the tiles is not allowed.

Examples:

Input: A = 2, B = 10, arr[][] = {{‘.’, ‘.’, ‘*’},  {‘.’, ‘*’, ‘*’}}
Output: 6
Explanation:
Cover arr[0][0] with 1*1 tile, arr[0][1] with 1*1 tile and arr[1][0] with 1*1 tile.
Therefore, the minimum cost is 2 + 2 +2 = 6.

Input: A = 2, B = 6, arr[][] = {{‘.’, ‘.’, ‘.’}, {‘*’, ‘*’, ‘.’}, {‘.’, ‘.’, ‘*’}}
Output: 12

Approach: The given problem can be solved by using the Greedy Approach. The idea is to traverse the given 2D array row-wise, and if two consecutive ‘.’ is encountered, then choose the tile with a minimum cost of placing two 1 * 1 tiles or one 1 * 2 tile. Follow the steps below to solve the problem:

  • Initialize a variable, say ans as 0 to store the minimum total cost.
  • Traverse the given 2D array arr[][] row-wise using i for row-index and j for column index and perform the following steps:
    • If the value of arr[i][j] is equal to ‘*’, then continue the iteration.
    • Otherwise, check for the following conditions:
      • If the value of j is m(M – 1), then add A to the variable ans.
      • Otherwise, if the value of (arr[i][j + 1]) is ‘.’, then add the minimum of the values 2*A and B to the variable ans.
      • In all other cases, add the value of A to the variable ans.
  • After completing the above steps, print the value of ans as the result.

Below is the implementation of the above approach:

C++




// C++ program for the above approach
 
#include <bits/stdc++.h>
using namespace std;
 
// Function to find the minimum cost
// of flooring with the given tiles
void minCost(vector<vector<char> > arr,
             int A, int B)
{
    // Store the size of the 2d array
    int n = arr.size();
    int m = arr[0].size();
 
    // Stores the minimum cost of
    // flooring
    int ans = 0;
 
    // Traverse the 2d array row-wise
    for (int i = 0; i < n; i++) {
        for (int j = 0; j < m; j++) {
 
            // If the current character
            // is '*', then skip it
            if (arr[i][j] == '*')
                continue;
 
            // Choose the 1*1 tile if
            // j is m-1
            if (j == m - 1)
                ans += A;
 
            // If consecutive '.' are
            // present, the greedily
            // choose tile with the
            // minimum cost
            else {
                if (arr[i][j + 1] == '.') {
                    ans += min(2 * A, B);
                    j++;
                }
 
                // Otherwise choose
                // the 1*1 tile
                else
                    ans += A;
            }
        }
    }
 
    // Print the minimum cost
    cout << ans;
}
 
// Driver Code
int main()
{
    vector<vector<char> > arr = { { '.', '.', '*' },
                                  { '.', '*', '*' } };
    int A = 2, B = 10;
    minCost(arr, A, B);
 
    return 0;
}


Java




// Java program for the above approach
import java.util.*;
public class MyClass
{
     
// Function to find the minimum cost
// of flooring with the given tiles
static void minCost(char arr[][], int A, int B)
{
   
    // Store the size of the 2d array
    int n = arr.length;
    int m = arr[0].length;
 
    // Stores the minimum cost of
    // flooring
    int ans = 0;
 
    // Traverse the 2d array row-wise
    for (int i = 0; i < n; i++) {
        for (int j = 0; j < m; j++) {
 
            // If the current character
            // is '*', then skip it
            if (arr[i][j] == '*')
                continue;
 
            // Choose the 1*1 tile if
            // j is m-1
            if (j == m - 1)
                ans += A;
 
            // If consecutive '.' are
            // present, the greedily
            // choose tile with the
            // minimum cost
            else {
                if (arr[i][j + 1] == '.') {
                    ans += Math.min(2 * A, B);
                    j++;
                }
 
                // Otherwise choose
                // the 1*1 tile
                else
                    ans += A;
            }
        }
    }
 
    // Print the minimum cost
    System.out.println(ans);
}
 
// Driver Code
public static void main(String args[])
{
    char [][]arr = { { '.', '.', '*' },
                                  { '.', '*', '*' } };
    int A = 2, B = 10;
    minCost(arr, A, B);
}
}
 
// This code is contributed by SoumikMondal


Python3




# Python3 program for the above approach
 
# Function to find the minimum cost
# of flooring with the given tiles
def minCost(arr, A, B):
     
    # Store the size of the 2d array
    n = len(arr)
    m = len(arr[0])
 
    # Stores the minimum cost of
    # flooring
    ans = 0
 
    # Traverse the 2d array row-wise
    for i in range(n):
        j = 0
         
        while j < m:
             
            # If the current character
            # is '*', then skip it
            if (arr[i][j] == '*'):
                j += 1
                continue
             
            # Choose the 1*1 tile if
            # j is m-1
            if (j == m - 1):
                ans += A
                 
            # If consecutive '.' are
            # present, the greedily
            # choose tile with the
            # minimum cost
            else:
                if (arr[i][j + 1] == '.'):
                    ans += min(2 * A, B)
                    j += 1
                     
                # Otherwise choose
                # the 1*1 tile
                else:
                    ans += A
                     
            j += 1
 
    # Print the minimum cost
    print (ans)
 
# Driver Code
if __name__ == '__main__':
     
    arr = [ [ '.', '.', '*' ],
            [ '.', '*', '*' ] ]
    A, B = 2, 10
     
    minCost(arr, A, B)
 
# This code is contributed by mohit kumar 29


C#




// C# program for the above approach
using System;
public class GFG{
     
    // Function to find the minimum cost
// of flooring with the given tiles
static void minCost(char[,] arr, int A, int B)
{
    
    // Store the size of the 2d array
    int n = arr.GetLength(0);
    int m = arr.GetLength(1);
  
    // Stores the minimum cost of
    // flooring
    int ans = 0;
  
    // Traverse the 2d array row-wise
    for (int i = 0; i < n; i++) {
        for (int j = 0; j < m; j++) {
  
            // If the current character
            // is '*', then skip it
            if (arr[i,j] == '*')
                continue;
  
            // Choose the 1*1 tile if
            // j is m-1
            if (j == m - 1)
                ans += A;
  
            // If consecutive '.' are
            // present, the greedily
            // choose tile with the
            // minimum cost
            else {
                if (arr[i,j + 1] == '.') {
                    ans += Math.Min(2 * A, B);
                    j++;
                }
  
                // Otherwise choose
                // the 1*1 tile
                else
                    ans += A;
            }
        }
    }
  
    // Print the minimum cost
    Console.WriteLine(ans);
}
  
// Driver Code
    static public void Main ()
    {
         
        char[,] arr = { { '.', '.', '*' },
                                  { '.', '*', '*' } };
    int A = 2, B = 10;
    minCost(arr, A, B);
         
    }
}
 
// This code is contributed by patel2127.


Javascript




<script>
// JavaScript program for the above approach
 
        // Function to find the minimum cost
        // of flooring with the given tiles
        function minCost(arr, A, B)
        {
         
            // Store the size of the 2d array
            let n = arr.length;
            let m = arr[0].length;
 
            // Stores the minimum cost of
            // flooring
            let ans = 0;
 
            // Traverse the 2d array row-wise
            for (let i = 0; i < n; i++) {
                for (let j = 0; j < m; j++) {
 
                    // If the current character
                    // is '*', then skip it
                    if (arr[i][j] == '*')
                        continue;
 
                    // Choose the 1*1 tile if
                    // j is m-1
                    if (j == m - 1)
                        ans += A;
 
                    // If consecutive '.' are
                    // present, the greedily
                    // choose tile with the
                    // minimum cost
                    else {
                        if (arr[i][j + 1] == '.') {
                            ans += Math.min(2 * A, B);
                            j++;
                        }
 
                        // Otherwise choose
                        // the 1*1 tile
                        else
                            ans += A;
                    }
                }
            }
 
            //Print the minimum cost
            document.write(ans);
        }
 
        // Driver Code
        var arr = [['.', '.', '*'],
        ['.', '*', '*']];
        let A = 2, B = 10;
        minCost(arr, A, B);
 
  // This code is contributed by Potta Lokesh
    </script>


Output: 

6

 

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

Feeling lost in the world of random DSA topics, wasting time without progress? It’s time for a change! Join our DSA course, where we’ll guide you on an exciting journey to master DSA efficiently and on schedule.
Ready to dive in? Explore our Free Demo Content and join our DSA course, trusted by over 100,000 neveropen!

RELATED ARTICLES

Most Popular

Recent Comments