{ "nbformat": 4, "nbformat_minor": 0, "metadata": { "colab": { "provenance": [], "collapsed_sections": [ "daGMu1td9ac-", "2ATym61FAL8I", "zW2iN8uaAvyC", "X_N4GzkwiD0a", "lKPclAqV_Pi4", "A24KTf20jV47", "n7mlUfwe_r5o", "Id2VTLKJBTGJ", "upjActIbkkSC" ] }, "kernelspec": { "name": "python3", "display_name": "Python 3" }, "language_info": { "name": "python" } }, "cells": [ { "cell_type": "markdown", "source": [ 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)" ], "metadata": { "id": "C0bBFrzEqEbL" } }, { "cell_type": "markdown", "source": [ "#**Sentencias Iterativas anidadas**" ], "metadata": { "id": "daGMu1td9ac-" } }, { "cell_type": "markdown", "source": [ "* Las sentencias iterativas anidadas son bucles dentro de otros bucles que permiten realizar múltiples iteraciones en una estructura jerárquica. Por esta razón tmabién reciben el nombre de Iterativas múltiples.\n", "\n", "* Permiten resolver problemas complejos que requieren iteraciones en varios niveles.\n", "\n", "En el ejemplo podemos ver un bucle **for j** dentro de otro bucle **for i**.\n", "\n", "* En la salida, mira como por cada iteración del bucle for i, existen dos iteraciones del bucle for j." ], "metadata": { "id": "kfkrMXlN_aHv" } }, { "cell_type": "code", "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "2MisjFhB9UsQ", "outputId": "f6d13abc-fca6-463a-9684-351db65cbf2e" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "i = 0, j = 0\n", "i = 0, j = 1\n", "i = 1, j = 0\n", "i = 1, j = 1\n", "i = 2, j = 0\n", "i = 2, j = 1\n" ] } ], "source": [ "for i in range(3):\n", " for j in range(2):\n", " print(f\"i = {i}, j = {j}\")" ] }, { "cell_type": "markdown", "source": [ "#**Usos - Sentencias Iterativas Anidadas**" ], "metadata": { "id": "2ATym61FAL8I" } }, { "cell_type": "markdown", "source": [ "* Las sentencias iterativas anidadas son fundamentales para resolver problemas con estructuras de datos complejas, como matrices y listas de listas.\n", "\n", "* Ayudan a automatizar tareas repetitivas en situaciones donde se requieren iteraciones múltiples.\n", "\n", "En el ejemplo hemos simulado una matriz de 2x 2 utilizando listas (el detalle y teoría de listas lo veras más adelante).\n", "\n", "El **for i** maneja las filas y el **for j** itera las columnas." ], "metadata": { "id": "zPAyBBDIATzn" } }, { "cell_type": "code", "source": [ "matriz = [[1,2],\n", " [3,4]]\n", "\n", "for i in range(0, len(matriz)):\n", " for j in range(0, len(matriz)):\n", " print(matriz[i][j], end=\" \")\n", " print()" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "-ihi_-f09iud", "outputId": "e4c07936-9311-4412-995c-e8303156752b" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "1 2 \n", "3 4 \n" ] } ] }, { "cell_type": "markdown", "source": [ "#**Ventajas de las Sentencias Iterativas Anidadas**" ], "metadata": { "id": "zW2iN8uaAvyC" } }, { "cell_type": "markdown", "source": [ "* **Eficiencia**: Permiten realizar múltiples operaciones en una sola corrida, evitando el uso de bucles adicionales.\n", "\n", "* **Flexibilidad**: Se pueden anidar diferentes tipos de bucles, como **for** dentro de **while** o viceversa.\n", "\n", "* **Claridad de Código**: Permiten expresar algoritmos complejos de manera más concisa y legible.\n", "\n", "Modificaremos el ejemplo anterior para anidar un bucle **while** en lugar de un bucle **for**. Como puedes observar se requiere inicializar a cero la variable iterador para poder recorrer en las columnas de la matriz." ], "metadata": { "id": "fqiGXyQpA3gz" } }, { "cell_type": "code", "source": [ "matriz = [[1,2],\n", " [3,4]]\n", "\n", "for i in range(0, len(matriz)):\n", " iterador = 0\n", " while(iterador < len(matriz)):\n", " print(matriz[i][iterador], end=\" \")\n", " iterador += 1\n", " print()" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "nh5JguWd-HNN", "outputId": "460f4519-7b3f-47cf-8b44-bac4bc25d5cd" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "1 2 \n", "3 4 \n" ] } ] }, { "cell_type": "markdown", "source": [ "#**Ejemplo 1**\n", "Crea un programa que imprima un cuadrado formado por asterísticos. Solicita al usuario el tamaño del cuadrado. Por ejemplo:\n", "\n", "Ingrese el tamaño del cuadrado: 6\n", "\n", "```\n", "* * * * * *\n", "* * * * * *\n", "* * * * * *\n", "* * * * * *\n", "* * * * * *\n", "* * * * * *\n", "```" ], "metadata": { "id": "X_N4GzkwiD0a" } }, { "cell_type": "code", "source": [ "print(\"Programa para imprimir un cuadrado de asteriscos\")\n", "\n", "asteriscos = int(input(\"Ingrese el tamaño del cuadrado: \"))\n", "\n", "# Bucle para las filas\n", "for i in range(asteriscos):\n", " # Bucle para las columnas\n", " for j in range(asteriscos):\n", " print(\"*\", end=\" \")\n", " print() # Salto de línea después de imprimir cada fila" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "O6InzgefBpV4", "outputId": "1129b7a4-4457-483f-f774-85f798f9faff" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Programa para imprimir un cuadrado de asteriscos\n", "Ingrese el tamaño del cuadrado: 5\n", "* * * * * \n", "* * * * * \n", "* * * * * \n", "* * * * * \n", "* * * * * \n" ] } ] }, { "cell_type": "markdown", "source": [ "#**Consejos para Utilizar Bucles Anidados**" ], "metadata": { "id": "lKPclAqV_Pi4" } }, { "cell_type": "markdown", "source": [ "* **Planificación**: Identifica claramente el patrón de iteración antes de anidar bucles.\n", "\n", "* **Control de Flujo**: Cuidado con los bucles infinitos, verifica las condiciones para terminar la ejecución de os bucles.\n", "\n", "* **Optimización**: Evita bucles anidados innecesarios que puedan afectar la eficiencia del programa.\n", "\n", "En el ejemplo, hemos creado un programa que imprime los números secuencialmente hasta encontrar el número ingresado.\n", "\n", "Observa como el iterador no recorre más allá del número ingresado, para terminar la ejecución del bucle se usó **break**.\n", "\n", "Ten mucho cuidado con el uso de break, podrías arruinar los datos calculados o crear bucles infinitos." ], "metadata": { "id": "0cYvUNZuCfBb" } }, { "cell_type": "code", "source": [ "num = int(input(\"Ingrese un número del 1 al 10: \"))\n", "iterador = 0\n", "while(iterador <= 10):\n", " if(iterador == num):\n", " print(\"Número encontrado\")\n", " break\n", " elif(iterador == 10):\n", " print(\"Número no encontrado\")\n", " print(iterador)\n", " iterador += 1" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "B0tlXotG-6QH", "outputId": "3d0cb36a-b7c1-4ed4-b9dc-750569ca69d5" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Ingrese un número del 1 al 10: 3\n", "0\n", "1\n", "2\n", "Número encontrado\n" ] } ] }, { "cell_type": "markdown", "source": [ "#**Ejemplo 2**\n", "Modifica el ejemplo 1, ahora la impresión del cuadrado tendrá que ser de la siguiente forma:\n", "\n", "Ingrese el tamaño del cuadrado: 6\n", "\n", "```\n", "* * * * * *\n", "* *\n", "* *\n", "* *\n", "* *\n", "* * * * * *\n", "```" ], "metadata": { "id": "A24KTf20jV47" } }, { "cell_type": "code", "source": [ "print(\"Programa para imprimir un cuadrado vacío de asteriscos\")\n", "\n", "asteriscos = int(input(\"Ingrese el tamaño del cuadrado: \"))\n", "\n", "# Bucle para las filas\n", "for i in range(asteriscos):\n", " # Bucle para las columnas\n", " for j in range(asteriscos):\n", " if i == 0 or i == asteriscos - 1 or j == 0 or j == asteriscos - 1:\n", " print(\"*\", end=\" \") # Imprimir asterisco en el borde\n", " else:\n", " print(\" \", end=\" \") # Imprimir espacio en el interior\n", " print() # Salto de línea después de imprimir cada fila" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "UuEAeGEEiSfS", "outputId": "da515cf2-e8ec-431e-d511-4d77e52812c9" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Programa para imprimir un cuadrado vacío de asteriscos\n", "Ingrese el tamaño del cuadrado: 7\n", "* * * * * * * \n", "* * \n", "* * \n", "* * \n", "* * \n", "* * \n", "* * * * * * * \n" ] } ] }, { "cell_type": "markdown", "source": [ "#**Práctica 1**\n", "Ahora la impresión del cuadrado tendrá una diagonal de asteriscos, y la impresión será de la siguiente forma:\n", "\n", "Ingrese el tamaño del cuadrado: 6\n", "```\n", "* * * * * *\n", "* * *\n", "* * *\n", "* * *\n", "* * *\n", "* * * * * *\n", "```" ], "metadata": { "id": "tZD7-CQP5Qwc" } }, { "cell_type": "code", "source": [ "# ******************************\n", "# * Resuelve aquí tu ejercicio *\n", "# ******************************" ], "metadata": { "id": "NUnE9B51CusH" }, "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "source": [ "#**Práctica 2**\n", "Modificar el ejercicio anterior, ahora la impresión del cuadrado tendrá dos diagonales de asteriscos, y la impresión será de la siguiente forma:\n", "\n", "Ingrese el tamaño del cuadrado: 6\n", "```\n", "* * * * * *\n", "* * * *\n", "* * * *\n", "* * * *\n", "* * * *\n", "* * * * * *\n", "```" ], "metadata": { "id": "t4IrCH17DNPb" } }, { "cell_type": "code", "source": [ "# ******************************\n", "# * Resuelve aquí tu ejercicio *\n", "# ******************************" ], "metadata": { "id": "VRUiLV4DcS8V" }, "execution_count": null, "outputs": [] } ] }