/** * [NumberOfLocalMaximumPoints](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 * * Notes: * - like the other similar local maxima search function find relative maxima points in array but doesn't stop at one but returns total point count * - runs on array A of size n and returns the local maxima count using divide and conquer methodology * * @complexity: O(n) (on average ) * @complexity: O(n) (worst case) * @flow */ // check if returned index is a local maxima const IsMaximumPoint = (array, index) => { // handle array bounds // array start if (index === 0) { return array[index] > array[index + 1] // array end } else if (index === array.length - 1) { return array[index] > array[index - 1] // handle index inside array bounds } else { return array[index] > array[index + 1] && array[index] > array[index - 1] } } const CountLocalMaximumPoints = (array, startIndex, endIndex) => { // stop check in divide and conquer recursion if (startIndex === endIndex) { return IsMaximumPoint(array, startIndex) ? 1 : 0 } // handle the two halves const middleIndex = parseInt((startIndex + endIndex) / 2) return ( CountLocalMaximumPoints(array, startIndex, middleIndex) + CountLocalMaximumPoints(array, middleIndex + 1, endIndex) ) } const NumberOfLocalMaximumPoints = (A) => CountLocalMaximumPoints(A, 0, A.length - 1) export { NumberOfLocalMaximumPoints }