From c20d7650d3838ea5b193af400b56beb7151780e5 Mon Sep 17 00:00:00 2001 From: Margarita Golubeva Date: Sat, 3 Aug 2024 15:14:30 +0300 Subject: [PATCH] feat: update algorithms module with examples --- .../data-structures-part-1/algorithms.md | 24 ++++++++++++++++-- .../images/algoritms-timer-demo.png | Bin 0 -> 45947 bytes .../data-structures-part-1/images/array.webp | Bin 0 -> 28850 bytes .../data-structures-part-1/images/big-o.png | Bin 0 -> 31518 bytes .../images/binary-tree.png | Bin 0 -> 10659 bytes .../images/binary_search_tree_example.gif | Bin 0 -> 123777 bytes .../images/bubble-sort-example.gif | Bin 0 -> 154867 bytes .../images/hash-table.jpg | Bin 0 -> 36334 bytes .../images/linked-list.webp | Bin 0 -> 13782 bytes .../images/merge-sort-example.gif | Bin 0 -> 94355 bytes .../data-structures-part-1/images/queue.png | Bin 0 -> 29556 bytes .../images/quicksort-example.gif | Bin 0 -> 140613 bytes .../data-structures-part-1/images/stack.png | Bin 0 -> 34096 bytes 13 files changed, 22 insertions(+), 2 deletions(-) create mode 100644 stage0/modules/data-structures-part-1/images/algoritms-timer-demo.png create mode 100644 stage0/modules/data-structures-part-1/images/array.webp create mode 100644 stage0/modules/data-structures-part-1/images/big-o.png create mode 100644 stage0/modules/data-structures-part-1/images/binary-tree.png create mode 100644 stage0/modules/data-structures-part-1/images/binary_search_tree_example.gif create mode 100644 stage0/modules/data-structures-part-1/images/bubble-sort-example.gif create mode 100644 stage0/modules/data-structures-part-1/images/hash-table.jpg create mode 100644 stage0/modules/data-structures-part-1/images/linked-list.webp create mode 100644 stage0/modules/data-structures-part-1/images/merge-sort-example.gif create mode 100644 stage0/modules/data-structures-part-1/images/queue.png create mode 100644 stage0/modules/data-structures-part-1/images/quicksort-example.gif create mode 100644 stage0/modules/data-structures-part-1/images/stack.png diff --git a/stage0/modules/data-structures-part-1/algorithms.md b/stage0/modules/data-structures-part-1/algorithms.md index 242b560af..74fc1da87 100644 --- a/stage0/modules/data-structures-part-1/algorithms.md +++ b/stage0/modules/data-structures-part-1/algorithms.md @@ -23,11 +23,11 @@ Их эффективность: -![Наглядная сложность выполнения алгоритмов](https://github.com/rolling-scopes-school/tasks/blob/master/tasks/stage1/modules/data-structures-and-algorithms/images/big-o.png) +![Наглядная сложность выполнения алгоритмов](./images/big-o.png) Следующее демо позволяет наглядно сравнить скорость выполнения некоторых алгоритмов сортировки, отличающихся значением Big-О (картинка кликабельна). -[![Demo images](https://github.com/rolling-scopes-school/tasks/blob/master/tasks/stage1/modules/data-structures-and-algorithms/images/algoritms-timer-demo.png)](https://algorithms-timer-demo.netlify.app/) +[![Demo images](./images/algoritms-timer-demo.png)](https://algorithms-timer-demo.netlify.app/) ### Пузырьковая сортировка @@ -38,6 +38,8 @@ - Наилучший вариант: O(n). - Средний и худший варианты: O(n²). +![Наглядное выполнение алгоритма](./images/bubble-sort-example.gif) + **Пузырьковая сортировка** ```js @@ -68,6 +70,8 @@ bubbleSort(arr); - Наилучший вариант: O(n). - Средний и худший варианты: O(n log n). +![Наглядное выполнение алгоритма](./images/merge-sort-example.gif) + ### Быстрая сортировка - Весь набор данных делится пополам путём выбора среднего элемента и перемещения всех, кто меньше него, влево. @@ -82,6 +86,8 @@ bubbleSort(arr); - Средний вариант: O(n log n). - Худший вариант: O(n²). +![Наглядное выполнение алгоритма](./images/quicksort-example.gif) + **Сравнение алгоритмов сортировки слиянием и быстрой сортировки** Быстрая сортировка на практике зачастую эффективнее. @@ -110,6 +116,8 @@ quickSort(arr); [Что такое бинарный поиск](https://youtu.be/9EmO9_MK1gQ?t=34) +![Наглядное выполнение алгоритма](./images/binary_search_tree_example.gif) + **Бинарный поиск** ```js @@ -174,6 +182,8 @@ binarySearchRecursiveMethod(arr, 5); // -1 - Двоичный поиск: O(log n). - Вставка: недопустимо (если не делать этого в самом конце массива). +![Array](./images/array.webp) + ### Список (связный список) - Данные хранятся в узлах, указывающих на другие узлы. По итогу список выглядит, как вложенные друг в друга объекты. @@ -185,6 +195,8 @@ binarySearchRecursiveMethod(arr, 5); // -1 - Существует двусвязный список: он имеет помимо nextNode и value ещё и previousNode (значение узла, ссылка на следующий узел и на предыдущий соответственно). +![List](./images/linked-list.webp) + ### Стек - Обычно реализуется с помощью связного списка, может быть создан и из массива @@ -192,6 +204,8 @@ binarySearchRecursiveMethod(arr, 5); // -1 - Аналог стека — стопка тарелок: последнюю добавленную в стопку тарелку возьмут первой. - Голова – единственное место для вставки и удаления элементов. +![Stack](./images/stack.png) + ### Очереди - Как и стек очереди могут быть реализованы с помощью связного списка или массива. @@ -205,6 +219,8 @@ binarySearchRecursiveMethod(arr, 5); // -1 - Двоичный поиск: O(n). - Вставка: O(1). +![Queue](./images/queue.png) + ### Хэш-таблица (объект) - Данные хранятся в виде пар ключ-значение. @@ -214,6 +230,8 @@ binarySearchRecursiveMethod(arr, 5); // -1 - Поиск: O(1). - Вставка: O(1). +![Hash table](./images/hash-table.jpg) + ### Двоичное дерево - Двоичное дерево — структура данных, в которой каждый узел имеет максимум два дочерних элемента. Дочерние элементы бывают левым и правым. @@ -225,6 +243,8 @@ binarySearchRecursiveMethod(arr, 5); // -1 - Поиск: O(log n). - Вставка: O(log n). +![Binary tree](./images/binary-tree.png) + #### Что можно сделать до старта курса - решать задачи на сайте [Codewars](https://www.codewars.com/), определять значение Big O используемых вами алгоритмов diff --git a/stage0/modules/data-structures-part-1/images/algoritms-timer-demo.png b/stage0/modules/data-structures-part-1/images/algoritms-timer-demo.png new file mode 100644 index 0000000000000000000000000000000000000000..b3fc776a55fb32340beba596e164c2700622cd51 GIT binary patch literal 45947 zcmeFZc{r5)`!}w=J4L0CwNj~s%D#?LC|jknQ)D-W#?H)Wm7QCWy%MrF7~3#&Crq}H zbugG1`xw(;hB4dk(*1dU$LHVQAK%~e{PE0jI9%7b#`}Dq%jN-m)ck$^qe ztZxhV(^Mh2?c*1a5LN0HEw$?XuFqq%G`&Qs1&DNE$GxEDEqma1#^r8rG2D}dmtzQR zaRPipE?F+8s&>mI8|5XEU6tGQisxf@n^1dJRaAEZPrm=7l5qD2%UVZ{06)%+lt72d zG2;uFrZ(L>`psnY?y1mtqTJkGqn?uBqsa$@rW 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