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* feat: add new median search algorithm with linked list * Removed filename Co-authored-by: David Leal <halfpacho@gmail.com> * Update search/median_search2.cpp Co-authored-by: David Leal <halfpacho@gmail.com> * Update search/median_search2.cpp Co-authored-by: David Leal <halfpacho@gmail.com> * Update search/median_search2.cpp Co-authored-by: David Leal <halfpacho@gmail.com> * Update search/median_search2.cpp Co-authored-by: David Leal <halfpacho@gmail.com> * fix: Requested changes made * Update search/median_search2.cpp Co-authored-by: David Leal <halfpacho@gmail.com> * Update search/median_search2.cpp Co-authored-by: David Leal <halfpacho@gmail.com> * Update search/median_search2.cpp Co-authored-by: David Leal <halfpacho@gmail.com> * Added algorithm and implementation explanations. Also added wikipedia link. * Update search/median_search2.cpp Co-authored-by: David Leal <halfpacho@gmail.com> * Added @brief and wikipedia link to algo * Update search/median_search2.cpp Co-authored-by: David Leal <halfpacho@gmail.com> * moved includes to top of file * fix: clang-tidy fixes applied * fix: clang-tidy fixes * updating DIRECTORY.md * clang-format and clang-tidy fixes forb24ca86e
* Update search/median_search2.cpp Co-authored-by: David Leal <halfpacho@gmail.com> * clang-format and clang-tidy fixes for247e0616
* fix: fixed test case failing * clang-format and clang-tidy fixes for4c1400db
* fix: test cases now pass * clang-format and clang-tidy fixes forf3027971
* Update search/median_search2.cpp Co-authored-by: David Leal <halfpacho@gmail.com> * Update search/median_search2.cpp Co-authored-by: David Leal <halfpacho@gmail.com> * clang-format and clang-tidy fixes forb8b5f5fd
* clang-format and clang-tidy fixes ford67d450c
Co-authored-by: David Leal <halfpacho@gmail.com>
140 lines
3.7 KiB
C++
140 lines
3.7 KiB
C++
/**
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* @file
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* @brief Given a linked list L[0,....,n] of n numbers, find the middle node.
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*
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* @details The technique utilized in this implementation is the ["Floyd's
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* tortoise and
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* hare"](https://en.wikipedia.org/wiki/Cycle_detection#Floyd's_tortoise_and_hare)
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* approach. This technique uses two pointers that iterate through the list at
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* different 'speeds' in order to solve problems. In this implementation, for
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* every iteration the slow pointer advances one node while the fast pointer
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* advances two nodes. The result of this is that since the fast pointer moves
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* twice as fast as the slow pointer, when the fast pointer reaches the end of
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* the list the slow pointer will be pointing to the middle node of the list.
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*
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* Here are some example lists you can use to see how the algorithm works
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* A = [1,2,3,4,5]
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* B = [1,2,3,4,5,6]
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* print median(A) #should be 39
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* print median(B) #should be 4
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*
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* @author [Benjamin Weiss](https://github.com/weiss-ben)
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* @see median_search.cpp
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*/
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#include <cassert> /// for assert
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#include <iostream> /// for IO operations
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/**
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* Definition for singly-linked list.
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*/
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struct ListNode {
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int val{0}; ///< the value stored in the node
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ListNode* next{nullptr}; ///< pointer to the next node
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ListNode() = default; ///< default constructor
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explicit ListNode(int x)
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: val(x) {} ///< constructor with value for node->val provided
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ListNode(int x, ListNode* next)
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: val(x),
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next(next) {
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} ///< constructor with values provided for node->val and node->next
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};
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/**
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* @namespace search
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* @brief Search algorithms
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*/
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namespace search {
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/**
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* @namespace median_search
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* @brief Functions for the Median Search algorithm implementation. Wkipedia
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* link to algorithm: https://en.wikipedia.org/wiki/Median_search
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*/
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namespace median_search2 {
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/**
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* This function searches for the median of a linked list.
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* @param head The head of the linked list.
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* @returns Median node of the linked list.
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*/
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ListNode* middleNode(ListNode* head) {
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if (!head) {
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return nullptr;
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}
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// Fast and slow pointers
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ListNode* fastptr = nullptr;
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ListNode* slowptr = fastptr = head;
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// fast jumps 2 while slow jumps 1
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while (fastptr->next && fastptr->next->next) {
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slowptr = slowptr->next;
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fastptr = fastptr->next->next;
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}
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return (fastptr->next) ? slowptr->next : slowptr;
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}
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} // namespace median_search2
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} // namespace search
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/**
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* @brief Self-test implementations
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* @returns void
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*/
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static void test() {
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auto* head1 = new ListNode;
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head1->val = 1;
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ListNode* temp = head1;
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for (int i = 2; i < 6; ++i) {
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// Allocate next
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auto* temp1 = new ListNode;
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temp1->val = i;
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// Advance
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temp->next = temp1;
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temp = temp1;
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}
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temp->next = nullptr;
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ListNode* median = search::median_search2::middleNode(head1);
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assert(3 == median->val); // 3 is the value of the median node.
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std::cout << "test case:1 passed\n";
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// Test case # 2
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auto* head2 = new ListNode;
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head2->val = 1;
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ListNode* temp2 = head2;
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for (int i = 2; i < 7; ++i) {
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// Allocate next
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auto* temp3 = new ListNode;
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temp3->val = i;
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// Advance
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temp2->next = temp3;
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temp2 = temp3;
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}
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temp2->next = nullptr;
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ListNode* median1 = search::median_search2::middleNode(head2);
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assert(4 == median1->val); // 4 is the value of the median node.
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std::cout << "test case:2 passed\n";
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delete head1;
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delete temp;
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delete head2;
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delete temp2;
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std::cout << "--All tests 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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test(); // run self-test implementations
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return 0;
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}
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