An array is given, find length of the subarray having maximum sum.
Examples :
Input : a[] = {1, -2, 1, 1, -2, 1} Output : Length of the subarray is 2 Explanation: Subarray with consecutive elements and maximum sum will be {1, 1}. So length is 2 Input : ar[] = { -2, -3, 4, -1, -2, 1, 5, -3 } Output : Length of the subarray is 5 Explanation: Subarray with consecutive elements and maximum sum will be {4, -1, -2, 1, 5}.
This problem is mainly a variation of Largest Sum Contiguous Subarray Problem.
The idea is to update starting index whenever sum ending here becomes less than 0.
PHP
<?php // Function to find the maximum contiguous subarray // and print its starting and end index function maxSubArraySum( $a , $size ) {
$max_so_far = PHP_INT_MIN;
$max_ending_here = 0;
$start = 0;
$end = 0;
$s = 0;
for ( $i = 0; $i < $size ; $i ++) {
$max_ending_here += $a [ $i ];
if ( $max_so_far < $max_ending_here ) {
$max_so_far = $max_ending_here ;
$start = $s ;
$end = $i ;
}
if ( $max_ending_here < 0) {
$max_ending_here = 0;
$s = $i + 1;
}
}
return ( $end - $start + 1);
} /*Driver program to test maxSubArraySum*/ $a = [-2, -3, 4, -1, -2, 1, 5, -3];
$n = count ( $a );
echo maxSubArraySum( $a , $n );
?> |
Output
5
Time Complexity: O(N) where N is size of the input array. This is because a for loop is executing from 1 to size of the array.
Space Complexity: O(1) as no extra space has been taken.
Please refer complete article on Size of The Subarray With Maximum Sum for more details!