Wednesday, July 3, 2024

Motzkin number

In mathematics, a Motzkin number for a given number n is the number of different ways of drawing non-intersecting chords between n points on a circle (not necessarily touching every point by a chord). 
For example, for n = 3, M4 = 9.

Recurrence relation to the Nth Motzkin Number is: 

Motzkin Number can be used to find:  

  • The number of positive integer sequences of length n – 1 in which the opening and ending elements are either 1 or 2, and the difference between any two consecutive elements is -1, 0, or 1.
  • The number of routes on the upper right quadrant of a grid from coordinate (0, 0) to coordinate (n, 0) in n steps if one is allowed to move only to the right (up, down or straight) at each step but forbidden from dipping below the y = 0 axis.

For example–

The following figure shows the 9 valid Motzkin paths from (0, 0) to (4, 0).

Examples:

Input : n = 4
Output : 9

Input : n = 5
Output : 21

Below is the program to find nth Motzkin Number:

C++




// CPP Program to find Nth Motzkin Number.
#include <bits/stdc++.h>
using namespace std;
   
// Return the nth Motzkin Number.
int motzkin(int n)
{
    // Base Case
    if (n == 0 || n == 1)
        return 1;
   
    // Recursive step
    return ((2 * n + 1) * motzkin(n - 1) +
            (3 * n - 3) * motzkin(n - 2)) / (n + 2);
}
   
// Driven Program
int main()
{
    int n = 8;
    cout << motzkin(n) << endl;
    return 0;
}


Java




// Java Program to find Nth Motzkin Number.
import java.util.*;
   
class Digits
{
    // Return the nth Motzkin Number.
    public static int motzkin(int n)
    {
        // Base Case
        if (n == 0 || n == 1)
            return 1;
   
        // Recursive step
        return ((2 * n + 1) * motzkin(n - 1) +
                (3 * n - 3) * motzkin(n - 2)) / (n + 2);
    }
       
    // driver code   
    public static void main(String[] args)
    {
        int n = 8;
        System.out.print( motzkin(n) );
    }
}
   
// This code is contributed by rishabh_jain


Python3




# Python3 program to find Nth Motzkin Number.
   
# Return the nth Motzkin Number.
def motzkin(n) :
       
    # Base Case
    if (n == 0 or n == 1) :
        return 1
   
    # Recursive step
    return ((2 * n + 1) * motzkin(n - 1) +
            (3 * n - 3) * motzkin(n - 2)) / (n + 2)
   
# Driver code
n = 8
print( motzkin(n) )
   
# This code is contributed by rishabh_jain


C#




// C# Program to find Nth Motzkin Number.
using System;
   
class GFG {
       
    // Return the nth Motzkin Number.
    public static int motzkin(int n)
    {
           
        // Base Case
        if (n == 0 || n == 1)
            return 1;
   
        // Recursive step
        return ((2 * n + 1) * motzkin(n - 1) +
            (3 * n - 3) * motzkin(n - 2)) / (n + 2);
    }
       
    // driver code
    public static void Main()
    {
        int n = 8;
           
        Console.WriteLine( motzkin(n) );
    }
}
   
// This code is contributed by vt_m


PHP




<?php
// PHP Program to find
// Nth Motzkin Number.
   
// Return the nth Motzkin Number.
function motzkin($n)
{
    // Base Case
    if ($n == 0 || $n == 1)
        return 1;
   
    // Recursive step
    return ((2 * $n + 1) *
             motzkin($n - 1) +
            (3 * $n - 3) *
             motzkin($n - 2)) /
            ($n + 2);
}
   
// Driven Code
$n = 8;
echo(motzkin($n));
   
// This code is contributed by Ajit.
?>


Javascript




<script>
 
// javascript Program to find Nth Motzkin Number.
 
       
    // Return the nth Motzkin Number.
    function motzkin( n)
    {
           
        // Base Case
        if (n == 0 || n == 1)
            return 1;
   
        // Recursive step
        return ((2 * n + 1) * motzkin(n - 1) +
            (3 * n - 3) * motzkin(n - 2)) / (n + 2);
    }
       
    // driver code
 
        var n = 8;
           
        document.write( motzkin(n) );
 
 
</script>


Output :

323

Time complexity: O(2n)

space complexity: O(2n)

Using Dynamic Programming :

Below is the Dynamic Programming solution of finding nth Motzkin Number :

C++




// CPP Program to find Nth Motzkin Number.
#include <bits/stdc++.h>
using namespace std;
   
// Return the nth Motzkin Number.
int motzkin(int n)
{
    int dp[n + 1];
   
    // Base case
    dp[0] = dp[1] = 1;
   
    // Finding i-th Motzkin number.
    for (int i = 2; i <= n; i++)
        dp[i] = ((2 * i + 1) * dp[i - 1] +
                  (3 * i - 3) * dp[i - 2]) / (i + 2);
   
    return dp[n];
}
// Driven Program
int main()
{
    int n = 8;
    cout << motzkin(n) << endl;
    return 0;
}


Java




// Java Program to find Nth Motzkin Number.
import java.util.*;
   
class Digits
{
    // Return the nth Motzkin Number.
    public static int motzkin(int n)
    {
        int[] dp = new int[n+1];
   
        // Base case
        dp[0] = dp[1] = 1;
   
        // Finding i-th Motzkin number.
        for (int i = 2; i <= n; i++)
            dp[i] = ((2 * i + 1) * dp[i - 1] +
                (3 * i - 3) * dp[i - 2]) / (i + 2);
   
        return dp[n];
    }
       
    // driver code   
    public static void main(String[] args)
    {
        int n = 8;
        System.out.print( motzkin(n) );
    }
}
   
// This code is contributed by rishabh_jain


Python3




# Python3 program to find Nth Motzkin Number.
   
# Return the nth Motzkin Number.
def motzkin(n) :
       
    dp = [None] * (n+1)
   
    # Base case
    dp[0] = dp[1] = 1;
   
    i = 2
    # Finding i-th Motzkin number.
    while i <= n :
        dp[i] = ((2 * i + 1) * dp[i - 1] +
                (3 * i - 3) * dp[i - 2]) / (i + 2);
        i = i + 1
    return dp[n];
   
# Driver code
n = 8
print( motzkin(n) )
   
# This code is contributed by rishabh_jain


C#




// C# Program to find Nth Motzkin Number.
using System;
   
class GFG {
       
    // Return the nth Motzkin Number.
    public static int motzkin(int n)
    {
        int[] dp = new int[n+1];
   
        // Base case
        dp[0] = dp[1] = 1;
   
        // Finding i-th Motzkin number.
        for (int i = 2; i <= n; i++)
            dp[i] = ((2 * i + 1) * dp[i - 1] +
             (3 * i - 3) * dp[i - 2]) / (i + 2);
   
        return dp[n];
    }
       
    // driver code
    public static void Main()
    {
        int n = 8;
           
        Console.WriteLine( motzkin(n) );
    }
}
   
// This code is contributed by vt_m


PHP




<?php
// PHP Program to find
// Nth Motzkin Number.
   
// Return the nth Motzkin Number.
function motzkin($n)
{
   
    // Base case
    $dp[0] = $dp[1] = 1;
   
    // Finding i-th Motzkin number.
    for ($i = 2; $i <= $n; $i++)
        $dp[$i] = ((2 * $i + 1) *
                    $dp[$i - 1] +
                   (3 * $i - 3) *
                   $dp[$i - 2]) /
                   ($i + 2);
   
    return $dp[$n];
}
// Driven Code
$n = 8;
echo(motzkin($n));
   
// This code is contributed by Ajit.
?>


Javascript




// JavaScript Program to find Nth Motzkin Number.
 
// Return the nth Motzkin Number.
function motzkin(n)
{
    let dp = new Array(n+1).fill(0);
   
    // Base case
    dp[0] = dp[1] = 1;
   
    // Finding i-th Motzkin number.
    for (let i = 2; i <= n; i++)
        dp[i] = ((2 * i + 1) * dp[i - 1] +
                  (3 * i - 3) * dp[i - 2]) / (i + 2);
   
    return dp[n];
}
 
 
// Driven Program
let n = 8;
console.log(motzkin(n));
 
// The code is contributed by Nidhi goel


Output:

323

Time complexity: O(n)

space complexity: O(n)

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Calisto Chipfumbu
Calisto Chipfumbuhttp://cchipfumbu@gmail.com
I have 5 years' worth of experience in the IT industry, primarily focused on Linux and Database administration. In those years, apart from learning significant technical knowledge, I also became comfortable working in a professional team and adapting to my environment, as I switched through 3 roles in that time.
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