Longest Increasing Odd Even Subsequence

Given an array of size n. The problem is to find the length of the subsequence in the given array such that all the elements of the subsequence are sorted in increasing order and also they are alternately odd and even.
Note that the subsequence could start either with the odd number or with the even number.

Examples:

Input : arr[] = {5, 6, 9, 4, 7, 8}
Output : 4
{5, 6, 7, 8} is the required longest
increasing odd even subsequence.

Input : arr[] = {1, 12, 2, 22, 5, 30, 31, 14, 17, 11}
Output : 5

Recommended: Please try your approach on {IDE} first, before moving on to the solution.

Naive Approach: Consider all subsequences and select the ones with alternate odd even numbers in increasing order. Out of them select the longest one. This has an exponential time complexity.

Efficient Approach:
Let L(i) be the length of the LIOES (Longest Increasing Odd Even Subsequence) ending at index i such that arr[i] is the last element of the LIOES.
Then, L(i) can be recursively written as:
L(i) = 1 + max( L(j) ) where 0 < j < i and (arr[j] < arr[i]) and (arr[i]+arr[j])%2 != 0; or
L(i) = 1, if no such j exists.
To find the LIOES for a given array, we need to return max(L(i)) where 0 < i < n.
A dynamic programming approach has been implemented below for the above mentioned recursive relation.

C++

// C++ implementation to find the longest 
// increasing odd even subsequence 
#include <bits/stdc++.h> 
  
using namespace std; 
  
// function to find the longest 
// increasing odd even subsequence 
int longOddEvenIncSeq(int arr[], int n) 
{ 
    // lioes[i] stores longest increasing odd 
    // even subsequence ending at arr[i] 
    int lioes[n]; 
  
    // to store the length of longest increasing 
    // odd even subsequence 
    int maxLen = 0; 
  
    // Initialize LIOES values for all indexes 
    for (int i = 0; i < n; i++) 
        lioes[i] = 1; 
  
    // Compute optimized LIOES values 
    // in bottom up manner 
    for (int i = 1; i < n; i++) 
        for (int j = 0; j < i; j++) 
            if (arr[i] > arr[j] &&  
               (arr[i] + arr[j]) % 2 != 0 
                && lioes[i] < lioes[j] + 1) 
                lioes[i] = lioes[j] + 1; 
  
    // Pick maximum of all LIOES values 
    for (int i = 0; i < n; i++) 
        if (maxLen < lioes[i]) 
            maxLen = lioes[i]; 
  
    // required maximum length 
    return maxLen; 
} 
  
// Driver program to test above 
int main() 
{ 
    int arr[] = { 1, 12, 2, 22, 5, 30,  
                    31, 14, 17, 11 }; 
    int n = sizeof(arr) / sizeof(n); 
    cout << "Longest Increasing Odd Even "
         << "Subsequence: "
         << longOddEvenIncSeq(arr, n); 
    return 0; 
} 

Java

// Java implementation to find the longest 
// increasing odd even subsequence 
import java.util.*; 
import java.lang.*; 
  
public class GfG{ 
      
    // function to find the longest 
    // increasing odd even subsequence 
    public static int longOddEvenIncSeq(int arr[],  
                                           int n) 
    { 
        // lioes[i] stores longest increasing odd 
        // even subsequence ending at arr[i] 
        int[] lioes = new int[n]; 
  
        // to store the length of longest  
        // increasing odd even subsequence 
        int maxLen = 0; 
  
        // Initialize LIOES values for all indexes 
        for (int i = 0; i < n; i++) 
            lioes[i] = 1; 
  
        // Compute optimized LIOES values 
        // in bottom up manner 
        for (int i = 1; i < n; i++) 
            for (int j = 0; j < i; j++) 
                if (arr[i] > arr[j] &&  
                (arr[i] + arr[j]) % 2 != 0
                    && lioes[i] < lioes[j] + 1) 
                    lioes[i] = lioes[j] + 1; 
  
        // Pick maximum of all LIOES values 
        for (int i = 0; i < n; i++) 
            if (maxLen < lioes[i]) 
                maxLen = lioes[i]; 
  
        // required maximum length 
        return maxLen; 
    } 
    // driver function 
    public static void main(String argc[]){ 
        int[] arr = new int[]{ 1, 12, 2, 22,  
                     5, 30, 31, 14, 17, 11 }; 
        int n = 10; 
        System.out.println("Longest Increasing Odd"
                          + " Even Subsequence: "
                       + longOddEvenIncSeq(arr, n)); 
    } 
} 
  
/* This code is contributed by Sagar Shukla */

Python3

# Python3 implementation to find the longest 
# increasing odd even subsequence 
  
# function to find the longest 
# increasing odd even subsequence 
def longOddEvenIncSeq( arr , n ): 
  
    # lioes[i] stores longest increasing odd 
    # even subsequence ending at arr[i] 
    lioes = list() 
      
    # to store the length of longest increasing 
    # odd even subsequence 
    maxLen = 0
      
    # Initialize LIOES values for all indexes 
    for i in range(n): 
        lioes.append(1) 
          
    # Compute optimized LIOES values 
    # in bottom up manner 
    i=1
    for i in range(n): 
        for j in range(i): 
            if (arr[i] > arr[j] and
                (arr[i] + arr[j]) % 2 != 0 and
                lioes[i] < lioes[j] + 1): 
                    lioes[i] = lioes[j] + 1
      
    # Pick maximum of all LIOES values 
    for i in range(n): 
        if maxLen < lioes[i]: 
            maxLen = lioes[i] 
              
    # required maximum length 
    return maxLen 
      
# Driver to test above 
arr = [ 1, 12, 2, 22, 5, 30, 31, 14, 17, 11 ] 
n = len(arr) 
print("Longest Increasing Odd Even " +
      "Subsequence: ",longOddEvenIncSeq(arr, n)) 
                  
# This code is contributed by "Sharad_Bhardwaj". 

C#

// C# implementation to find the longest 
// increasing odd even subsequence 
using System; 
  
class GFG { 
  
    // function to find the longest 
    // increasing odd even subsequence 
    public static int longOddEvenIncSeq(int[] arr, 
                                            int n) 
    { 
        // lioes[i] stores longest increasing odd 
        // even subsequence ending at arr[i] 
        int[] lioes = new int[n]; 
  
        // to store the length of longest 
        // increasing odd even subsequence 
        int maxLen = 0; 
  
        // Initialize LIOES values for all indexes 
        for (int i = 0; i < n; i++) 
            lioes[i] = 1; 
  
        // Compute optimized LIOES values 
        // in bottom up manner 
        for (int i = 1; i < n; i++) 
            for (int j = 0; j < i; j++) 
                if (arr[i] > arr[j] && 
                   (arr[i] + arr[j]) % 2 != 0 && 
                    lioes[i] < lioes[j] + 1) 
                      
                    lioes[i] = lioes[j] + 1; 
  
        // Pick maximum of all LIOES values 
        for (int i = 0; i < n; i++) 
            if (maxLen < lioes[i]) 
                maxLen = lioes[i]; 
  
        // required maximum length 
        return maxLen; 
    } 
      
    // driver function 
    public static void Main() 
    { 
        int[] arr = new int[]{ 1, 12, 2, 22, 
                               5, 30, 31, 14, 17, 11 }; 
        int n = 10; 
        Console.Write("Longest Increasing Odd"
                    + " Even Subsequence: "
                    + longOddEvenIncSeq(arr, n)); 
    } 
} 
  
// This code is contributed by Sam007 

PHP

<?php  
// PHP implementation to find the longest 
// increasing odd even subsequence 
  
// function to find the longest 
// increasing odd even subsequence 
function longOddEvenIncSeq(&$arr, $n) 
{ 
    // lioes[i] stores longest increasing  
    // odd even subsequence ending at arr[i] 
    $lioes= array_fill(0, $n, NULL); 
  
    // to store the length of longest  
    // increasing odd even subsequence 
    $maxLen = 0; 
  
    // Initialize LIOES values for  
    // all indexes 
    for ($i = 0; $i < $n; $i++) 
        $lioes[$i] = 1; 
  
    // Compute optimized LIOES values 
    // in bottom up manner 
    for ($i = 1; $i < $n; $i++) 
        for ($j = 0; $j < $i; $j++) 
            if ($arr[$i] > $arr[$j] &&  
            ($arr[$i] + $arr[$j]) % 2 != 0 &&  
                $lioes[$i] < $lioes[$j] + 1) 
                $lioes[$i] = $lioes[$j] + 1; 
  
    // Pick maximum of all LIOES values 
    for ($i = 0; $i < $n; $i++) 
        if ($maxLen < $lioes[$i]) 
            $maxLen = $lioes[$i]; 
  
    // required maximum length 
    return $maxLen; 
} 
  
// Driver Code 
$arr = array( 1, 12, 2, 22, 5, 30,  
                    31, 14, 17, 11) ; 
$n = sizeof($arr); 
echo "Longest Increasing Odd Even ". 
        "Subsequence: " . longOddEvenIncSeq($arr, $n); 
  
// This code is contributed  
// by ChitraNayal 
?> 

Output:

Longest Increasing Odd Even Subsequence: 5

Time Complexity: O(n²).
Auxiliary Space: O(n).

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My Personal Notes

Recommended: Please try your approach on {IDE} first, before moving on to the solution.

C++

Java

Python3

C#

PHP

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