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Add tests, enhance docs in KadaneAlgorithm.java
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package com.thealgorithms.dynamicprogramming;
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/**
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* @author <a href="https://github.com/siddhant2002">Siddhant Swarup Mallick</a>
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* Program description - To find the maximum subarray sum
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* This class implements Kadane's Algorithm to find the maximum subarray sum
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* within a given array of integers. The algorithm efficiently computes the maximum
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* sum of a contiguous subarray in linear time.
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*
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* Author: <a href="https://github.com/siddhant2002">Siddhant Swarup Mallick</a>
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*/
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public final class KadaneAlgorithm {
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private KadaneAlgorithm() {
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}
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/**
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* OUTPUT :
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* Input - {89,56,98,123,26,75,12,40,39,68,91}
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* Output: it returns either true or false
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* 1st approach Time Complexity : O(n)
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* Auxiliary Space Complexity : O(1)
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* Computes the maximum subarray sum using Kadane's Algorithm and checks
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* if it matches a predicted answer.
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*
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* @param a The input array of integers for which the maximum
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* subarray sum is to be calculated.
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* @param predictedAnswer The expected maximum subarray sum to be verified
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* against the computed sum.
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* @return true if the computed maximum subarray sum equals the predicted
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* answer, false otherwise.
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*
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* <p>Example:</p>
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* <pre>
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* Input: {89, 56, 98, 123, 26, 75, 12, 40, 39, 68, 91}
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* Output: true if the maximum subarray sum is equal to the
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* predicted answer.
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* </pre>
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*
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* <p>Algorithmic Complexity:</p>
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* <ul>
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* <li>Time Complexity: O(n) - the algorithm iterates through the array once.</li>
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* <li>Auxiliary Space Complexity: O(1) - only a constant amount of additional space is used.</li>
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* </ul>
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*/
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public static boolean maxSum(int[] a, int predictedAnswer) {
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int sum = a[0];
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int runningSum = 0;
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for (int k : a) {
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runningSum = runningSum + k;
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// running sum of all the indexs are stored
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runningSum += k;
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sum = Math.max(sum, runningSum);
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// the max is stored inorder to the get the maximum sum
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if (runningSum < 0) {
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runningSum = 0;
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}
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// if running sum is negative then it is initialized to zero
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}
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// for-each loop is used to iterate over the array and find the maximum subarray sum
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return sum == predictedAnswer;
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// It returns true if sum and predicted answer matches
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// The predicted answer is the answer itself. So it always return true
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}
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}
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