{ "cells": [ { "cell_type": "markdown", "id": "8fcfae9e-acf6-403d-98ec-749e35989d97", "metadata": {}, "source": [ "###
San Jose State University
Department of Applied Data Science

**DATA 200
Computational Programming for Data Analytics**

Spring 2024
Instructor: Ron Mak
" ] }, { "cell_type": "markdown", "id": "fa9a888d-77d6-4c89-9659-bb362ac405d6", "metadata": {}, "source": [ "# Recursion\n", "#### Recursion is an important programming technique in which a function (or method) calls itself." ] }, { "cell_type": "markdown", "id": "6c7378a8-f922-44cd-b99a-95717471387f", "metadata": {}, "source": [ "#### We use a `for` or `while` loop to implement some repeated action. Such a loop has these features:\n", "- #### An initial value that starts the loop.\n", "- #### A final value that terminates the loop.\n", "- #### Each iteration of the loop brings us closer to the final value." ] }, { "cell_type": "markdown", "id": "7a9852bf-a78c-4fd5-b221-0382f4616511", "metadata": {}, "source": [ "#### Recursion implements some action as a function. The action is repeated when the function calls itself -- a recursive call. To use recursion to solve a problem, we must answer yes to the following questions:\n", "- #### Is there a smaller but similar problem?\n", "- #### Is there the smallest version of the problem (the ***base case***) whose solution is obvious and immediate?\n", "- #### Does solving increasingly smaller versions of the problem bring us closer to the base case?\n", "- #### Does solving all the smaller versions of the problem solve the entire problem?" ] }, { "attachments": { "64feec3f-4fc8-4782-b546-33db48fbee4a.png": { "image/png": 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" } }, "cell_type": "markdown", "id": "74c43b3c-7815-42f5-bbc2-e304ce0bf458", "metadata": {}, "source": [ "![Screenshot 2024-05-02 at 1.42.12 AM.png](attachment:64feec3f-4fc8-4782-b546-33db48fbee4a.png)" ] }, { "cell_type": "markdown", "id": "252d9a17-5a78-490d-b007-bcaebf22cfba", "metadata": {}, "source": [ "## Reverse a list\n", "#### We'll solve the problem of reversing the elements of a list. Even though recursion is not ideal for this problem, we'll use it as a simple example of recursion.\n", "#### **Base case:** The list is empty or has only one element. The solution is obvious and immediate -- simply return the list.\n", "#### **Smaller but similar problem:** If the list has *n* > 1 elements, the smaller but similar problem is reversing a list of *n*-1 elements. We solve the smaller version by recursion. As the problems become smaller and smaller, they approach the base case.\n", "#### Therefore, to reverse a list of *n* elements recursively:\n", "- #### Remove the first element, thereby making the list one element shorter.\n", "- #### Reverse the rest of the list, which is smaller with *n*-1 elements.\n", "- #### Append the first element to the end of the smaller reversed list." ] }, { "attachments": { "570b20e8-a892-4f24-b7dc-fd48ce998100.png": { "image/png": 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" } }, "cell_type": "markdown", "id": "f27698bb-12d9-4fb0-a53a-fe73fbfc4848", "metadata": {}, "source": [ "#### In the following diagram, read \"list\" whenever it says \"vector\".\n", "![Screenshot 2024-05-02 at 1.43.42 AM.png](attachment:570b20e8-a892-4f24-b7dc-fd48ce998100.png)" ] }, { "cell_type": "code", "execution_count": 9, "id": "243ba32a-46b9-44e8-a992-03a42ccc8506", "metadata": {}, "outputs": [], "source": [ "def reverse(lst):\n", " \"\"\"\n", " Recursively reverse the elements of a list.\n", " @param lst the list to reverse.\n", " @return the reversed list\n", " \"\"\"\n", " if len(lst) <= 1: # BASE CASE\n", " return lst\n", " \n", " else: # SMALLER BUT SIMILAR PROBLEM:\n", " first = lst.pop(0) # remove the first element of the list\n", " lst = reverse(lst) # recursively reverse the rest of the list,\n", " # which is one element smaller\n", " lst.append(first) # append the first element at the end \n", " # of the smaller reversed list\n", " return lst" ] }, { "cell_type": "code", "execution_count": 10, "id": "2021534a-7057-4bd8-bf25-61bcd50e8071", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "reverse([])" ] }, { "cell_type": "code", "execution_count": 11, "id": "101b4945-dd4c-4d1e-b9ca-00f4d9a8f696", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[10]" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "reverse([10])" ] }, { "cell_type": "code", "execution_count": 12, "id": "b11d6d4e-2463-4a5f-bb0f-7c9a8ecfd80b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[20, 10]\n" ] } ], "source": [ "print(reverse([10, 20]))" ] }, { "cell_type": "code", "execution_count": 13, "id": "bcf81e5f-d9ed-4d73-a4b5-8f1a45173c10", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[50, 40, 30, 20, 10]" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "a_list = [10, 20, 30, 40, 50]\n", "reverse(a_list)" ] }, { "cell_type": "code", "execution_count": null, "id": "cab9f374-8a2a-4b8c-8d1b-8e148717d093", "metadata": {}, "outputs": [], "source": [ "a_list" ] }, { "cell_type": "code", "execution_count": 14, "id": "8a604abe-a876-424c-ad47-a88e41a83cae", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[19, 18, 17, 16, 15, 14, 13, 12, 11, 10, 9, 8, 7, 6, 5, 4, 3, 2, 1, 0]" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "reverse(list(range(20)))" ] }, { "cell_type": "code", "execution_count": null, "id": "5aef8f77-36a1-4e9b-b22a-7becd21cac91", "metadata": {}, "outputs": [], "source": [ "#### (c) 2024 by Ronald Mak" ] }, { "cell_type": "code", "execution_count": null, "id": "c2f90a8d-37fa-498c-aae1-6fd428f008ec", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.5" } }, "nbformat": 4, "nbformat_minor": 5 }