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kadane.cpp
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kadane.cpp
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/**
* @file
* @brief Implementation of [Kadane
* Algorithm](https://en.wikipedia.org/wiki/Kadane%27s_algorithm)
*
* @details
* Kadane algorithm is used to find the maximum sum subarray in an array and
* maximum sum subarray problem is the task of finding a contiguous subarray
* with the largest sum
*
* ### Algorithm
* The simple idea of the algorithm is to search for all positive
* contiguous segments of the array and keep track of maximum sum contiguous
* segment among all positive segments(curr_sum is used for this)
* Each time we get a positive sum we compare it with max_sum and update max_sum
* if it is greater than curr_sum
*
* @author [Ayush Singh](https://github.com/ayush523)
*/
#include <array>
#include <climits>
#include <iostream>
/**
* @namespace dynamic_programming
* @brief Dynamic Programming algorithms
*/
namespace dynamic_programming {
/**
* @namespace kadane
* @brief Functions for
* [Kadane](https://en.wikipedia.org/wiki/Kadane%27s_algorithm) algorithm.
*/
namespace kadane {
/**
* @brief maxSubArray function is used to calculate the maximum sum subarray
* and returns the value of maximum sum which is stored in the variable max_sum
* @tparam N number of array size
* @param n array where numbers are saved
* @returns the value of maximum subarray sum
*/
template <size_t N>
int maxSubArray(const std::array<int, N> &n) {
int curr_sum =
0; // declaring a variable named as curr_sum and initialized it to 0
int max_sum = INT_MIN; // Initialized max_sum to INT_MIN
for (int i : n) { // for loop to iterate over the elements of the array
curr_sum += n[i];
max_sum = std::max(max_sum, curr_sum); // getting the maximum value
curr_sum = std::max(curr_sum, 0); // updating the value of curr_sum
}
return max_sum; // returning the value of max_sum
}
} // namespace kadane
} // namespace dynamic_programming
/**
* @brief Main function
* @returns 0 on exit
*/
int main() {
const int N = 5;
std::array<int, N> n{}; // declaring array
// taking values of elements from user
for (int i = 0; i < n.size(); i++) {
std::cout << "Enter value of n[" << i << "]"
<< "\n";
std::cin >> n[i];
}
int max_sum = dynamic_programming::kadane::maxSubArray<N>(
n); // calling maxSubArray function
std::cout << "Maximum subarray sum is " << max_sum; // Printing the answer
return 0;
}