Add unique paths (fixes #2873) (#2943)

Co-authored-by: Andrii Siriak <siryaka@gmail.com>
This commit is contained in:
Siddhant Swarup Mallick 2022-02-19 17:29:14 +05:30 committed by GitHub
parent a30f08b8b2
commit 2cb4c2fff4
No known key found for this signature in database
GPG Key ID: 4AEE18F83AFDEB23
2 changed files with 123 additions and 0 deletions

View File

@ -0,0 +1,67 @@
/** Author : Siddhant Swarup Mallick
* Github : https://github.com/siddhant2002
*/
/**
* A robot is located at the top-left corner of a m x n grid (marked 'Start' in the diagram below).
* The robot can only move either down or right at any point in time.
* The robot is trying to reach the bottom-right corner of the grid (marked 'Finish' in the diagram below).
* How many possible unique paths are there?
*/
/** Program description - To find the number of unique paths possible */
package com.thealgorithms.dynamicprogramming;
import java.util.*;
public class UniquePaths {
public static boolean uniquePaths(int m , int n , int ans) {
int []dp = new int[n];
Arrays.fill(dp,1);
for (int i=1; i<m; i++)
{
for (int j=1; j<n; j++)
{
dp[j] += dp[j-1];
}
}
return dp[n-1]==ans;
// return true if predicted answer matches with expected answer
}
// The above method runs in O(n) time
public static boolean uniquePaths2(int m , int n , int ans) {
int dp[][] = new int[m][n];
for (int i=0; i<m; i++)
{
dp[i][0] = 1;
}
for (int j=0; j<n; j++)
{
dp[0][j] = 1;
}
for (int i=1; i<m; i++)
{
for (int j=1; j<n; j++)
{
dp[i][j]=dp[i-1][j]+dp[i][j-1];
}
}
return dp[m-1][n-1]==ans;
// return true if predicted answer matches with expected answer
}
// The above mthod takes O(m*n) time
}
/**
* OUTPUT :
* Input - m = 3, n = 7
* Output: it returns either true if expected answer matches with the predicted answer else it returns false
* 1st approach Time Complexity : O(n)
* Auxiliary Space Complexity : O(n)
* Input - m = 3, n = 7
* Output: it returns either true if expected answer matches with the predicted answer else it returns false
* 2nd approach Time Complexity : O(m*n)
* Auxiliary Space Complexity : O(m*n)
*/

View File

@ -0,0 +1,56 @@
package com.thealgorithms.others;
import org.junit.jupiter.api.Test;
import static org.junit.jupiter.api.Assertions.*;
import com.thealgorithms.dynamicprogramming.UniquePaths;
public class UniquePathsTests {
@Test
void testForOneElement()
{
assertTrue(UniquePaths.uniquePaths(3,7,28));
}
@Test
void testForTwoElements()
{
assertTrue(UniquePaths.uniquePaths(3,2,3));
}
@Test
void testForThreeElements()
{
assertTrue(UniquePaths.uniquePaths(3,3,6));
}
@Test
void testForFourElements()
{
assertTrue(UniquePaths.uniquePaths(4,6,56));
}
@Test
void testForFiveElements()
{
assertTrue(UniquePaths.uniquePaths2(3,5,15));
}
@Test
void testForSixElements()
{
assertTrue(UniquePaths.uniquePaths2(6,2,6));
}
@Test
void testForSevenElements()
{
assertTrue(UniquePaths.uniquePaths2(5,9,495));
}
@Test
void testForEightElements()
{
assertTrue(UniquePaths.uniquePaths2(4,8,120));
}
}