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Merge branch 'master' into my-bit-contribution
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commit
69f45f9fba
4
.github/workflows/awesome_workflow.yml
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.github/workflows/awesome_workflow.yml
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@ -21,8 +21,8 @@ jobs:
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# The default installs v6.0 which did not work out well in my tests
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- name: Setup Git Specs
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run: |
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git config --global user.name github-actions
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git config --global user.email '${GITHUB_ACTOR}@users.noreply.github.com'
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git config --global user.name David Leal
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git config --global user.email 'Panquesito7@users.noreply.github.com'
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git remote set-url origin https://x-access-token:${{ secrets.GITHUB_TOKEN }}@github.com/$GITHUB_REPOSITORY
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- name: Filename Formatter
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run: |
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@ -1,6 +1,6 @@
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## Backtracking
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* [Graph Coloring](https://github.com/TheAlgorithms/C-Plus-Plus/blob/master/backtracking/graph_coloring.cpp)
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* [Graph Coloringg](https://github.com/TheAlgorithms/C-Plus-Plus/blob/master/backtracking/graph_coloringg.cpp)
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* [Knight Tour](https://github.com/TheAlgorithms/C-Plus-Plus/blob/master/backtracking/knight_tour.cpp)
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* [Magic Sequence](https://github.com/TheAlgorithms/C-Plus-Plus/blob/master/backtracking/magic_sequence.cpp)
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* [Minimax](https://github.com/TheAlgorithms/C-Plus-Plus/blob/master/backtracking/minimax.cpp)
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@ -1,61 +1,123 @@
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/**
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* \file
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* \brief [Interpolation
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* search](https://en.wikipedia.org/wiki/Interpolation_search) algorithm
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*/
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#include <iostream>
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/** function to search the value in an array using interpolation search
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* \param [in] arr array to search in
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* \param [in] value value to search for
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* \param [in] len length of array
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* \returns index where the value is found
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* \returns 0 if not found
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*/
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int interpolation_search(int arr[], int value, int len) {
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int low = 0, high, mid;
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high = len - 1;
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/******************************************************************************
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* @file
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* @brief [Interpolation search
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* algorithm](https://en.wikipedia.org/wiki/interpolation_search)
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*
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* @details
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* interpolation search resembles the method by which people search a telephone
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* directory for a name (the key value by which the book's entries are ordered):
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* in each step the algorithm calculates where in the remaining search space
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* the sought item might be, based on the key values at the bounds of the search
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* space and the value of the sought key, usually via a linear interpolation.
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* The key value actually found at this estimated position is then compared to
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* the key value being sought. If it is not equal, then depending on the
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* comparison, the remaining search space is reduced to the part before or
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* after the estimated position. This method will only work if calculations
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* on the size of differences between key values are sensible.
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while (arr[low] <= value && arr[high] >= value) {
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mid = (low +
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((value - arr[low]) * (high - low)) / (arr[high] - arr[low]));
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if (arr[mid] > value)
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high = mid - 1;
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else if (arr[mid] < value)
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low = mid + 1;
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else
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return mid;
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* ### Complexities
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*
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* //n is the number of element in the array.
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*
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* Worst-case time complexity O(n) (when items are distributed
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exponentially)
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* Average time complexity O(log2(log2 n))
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* space complexity 0(1)
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*
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* @author [Lajat Manekar](https://github.com/Lazeeez)
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* @author Unknown author
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*******************************************************************************/
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#include <algorithm> /// for std::sort function
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#include <cassert> /// for std::assert
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#include <iostream> /// for IO operations
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#include <vector> /// for std::vector
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/******************************************************************************
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* @namespace search
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* @brief Searching algorithms
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*******************************************************************************/
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namespace search {
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/******************************************************************************
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* @namespace interpolation_search
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* @brief Functions for the [Interpolation
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*Search](https://en.wikipedia.org/wiki/interpolation_search) algorithm
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*implementation
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*******************************************************************************/
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namespace interpolation_search {
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/******************************************************************************
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* @brief The main function which implements interpolation search
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* @param arr vector to be searched in
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* @param number value to be searched
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* @returns integer index of `number` in vector `arr`
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*******************************************************************************/
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uint64_t interpolationSearch(const std::vector<uint64_t> &arr,
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uint64_t number) {
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uint64_t size = arr.size();
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uint64_t low = 0, high = (size - 1);
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// Since vector is sorted, an element present in array must be in range
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// defined by corner
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while (low <= high && number >= arr[low] && number <= arr[high]) {
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if (low == high) {
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if (arr[low] == number) {
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return low;
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}
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return -1;
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}
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// Probing the position with keeping uniform distribution in mind.
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uint64_t pos =
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low +
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((static_cast<uint64_t>(high - low) / (arr[high] - arr[low])) *
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(number - arr[low]));
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if (arr[pos] == number) {
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return pos; // Condition of target found
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}
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if (arr[low] == value)
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return low;
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if (arr[pos] < number) {
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low = pos + 1; // If x is larger, x is in upper part
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}
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else {
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high = pos - 1; // If x is smaller, x is in the lower part
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}
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}
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return -1;
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}
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/** main function */
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} // namespace interpolation_search
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} // namespace search
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/*******************************************************************************
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* @brief Self-test implementation
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* @returns void
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*******************************************************************************/
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static void tests() {
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// testcase
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// array = [10, 12, 13, 16, 18, 19, 20, 21, 1, 2, 3, 4, 22, 23, 24, 33, 35,
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// 42, 47] , Value = 33 should return 15
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std::vector<uint64_t> arr = {{10, 12, 13, 16, 18, 19, 20, 21, 1, 2, 3, 4,
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22, 23, 24, 33, 35, 42, 47}};
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sort(arr.begin(), arr.end());
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uint64_t number = 33; // Element to be searched
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uint64_t expected_answer = 15;
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uint64_t derived_answer =
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search::interpolation_search::interpolationSearch(arr, number);
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std::cout << "Testcase: ";
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assert(derived_answer == expected_answer);
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std::cout << "Passed!\n";
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}
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/*******************************************************************************
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* @brief Main function
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* @returns 0 on exit
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*******************************************************************************/
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int main() {
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int n, value, re;
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std::cout << "Enter the size of array(less than 100) : ";
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std::cin >> n;
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int *array = new int[n];
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std::cout << "array in ascending (increasing) order : " << std::endl;
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for (int i = 0; i < n; i++) std::cin >> array[i];
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std::cout << "Enter the value you want to search : ";
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std::cin >> value;
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re = interpolation_search(array, value, n);
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if (re == -1)
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std::cout << "Entered value is not in the array" << std::endl;
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else
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std::cout << "The value is at the position " << re << std::endl;
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delete[] array;
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tests(); // run self-test implementations
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return 0;
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}
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