2020-09-24 02:41:28 +08:00
|
|
|
/**
|
|
|
|
* @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
|
2020-10-01 02:03:34 +08:00
|
|
|
* @brief Functions for
|
|
|
|
* [Kadane](https://en.wikipedia.org/wiki/Kadane%27s_algorithm) algorithm.
|
2020-09-24 02:41:28 +08:00
|
|
|
*/
|
|
|
|
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;
|
|
|
|
}
|