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31 lines
1.3 KiB
JavaScript
31 lines
1.3 KiB
JavaScript
/**
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* [LocalMaxima](https://www.geeksforgeeks.org/find-indices-of-all-local-maxima-and-local-minima-in-an-array/) is an algorithm to find relative bigger numbers compared to their neighbors
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*
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* Notes:
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* - works by using divide and conquer
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* - the function gets the array A with n Real numbers and returns the local max point index (if more than one exists return the first one)
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*
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* @complexity: O(log(n)) (on average )
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* @complexity: O(log(n)) (worst case)
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* @flow
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*/
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const findMaxPointIndex = (array, rangeStartIndex, rangeEndIndex, originalLength) => {
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// find index range middle point
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const middleIndex = rangeStartIndex + parseInt((rangeEndIndex - rangeStartIndex) / 2)
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// handle array bounds
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if ((middleIndex === 0 || array[middleIndex - 1] <= array[middleIndex]) &&
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(middleIndex === originalLength - 1 || array[middleIndex + 1] <= array[middleIndex])) {
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return middleIndex
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} else if (middleIndex > 0 && array[middleIndex - 1] > array[middleIndex]) {
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return findMaxPointIndex(array, rangeStartIndex, (middleIndex - 1), originalLength)
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} else {
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// regular local max
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return findMaxPointIndex(array, (middleIndex + 1), rangeEndIndex, originalLength)
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}
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}
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const LocalMaximomPoint = (A) => findMaxPointIndex(A, 0, A.length - 1, A.length)
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export { LocalMaximomPoint }
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