{ "metadata": { "name": "Kolokwium-I-poprawa" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "heading", "level": 1, "metadata": {}, "source": [ "Kolokwium I - poprawa" ] }, { "cell_type": "heading", "level": 3, "metadata": {}, "source": [ "Zadanie 1 (5 pkt)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Napisz iterator \n", "
def wystapienia(tekst,baza):\n", "kt\u00f3ry wypisze wszystkie \n", "wystapienia s\u0142\u00f3w z kolekcji (np. listy) *baza* w napisie *tekst*.\n", "\n", "Wyst\u0105pienia powinny by\u0107 wypisane jako tuple: *(napis z baza, indeks pasuj\u0105cego pocz\u0105tku w tekst)*.\n", "\n", "*Uwaga:* Wielko\u015b\u0107 liter nie powinna mie\u0107 znaczenia *(Wskaz\u00f3wka: str.[TAB] w ipython)*." ] }, { "cell_type": "code", "collapsed": false, "input": [ "#u'napis' koduje napis w unicode, kt\u00f3ry zachowuje si\u0119 bardzo podobnie do str\n", "list(wystapienia(u'Ale To Ju\u017c by\u0141o',[u'aLe',u'by\u0142',u'o']))" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "pyout", "prompt_number": 13, "text": [ "[(u'aLe', 0), (u'o', 5), (u'by\\u0142', 11), (u'o', 14)]" ] } ], "prompt_number": 13 }, { "cell_type": "heading", "level": 3, "metadata": {}, "source": [ "Zadanie 2 (6+1 pkt)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Ca\u0142kowanie numeryczne metod\u0105 trapezu w $N-1$ punktach na przedziale $[a,b]$ \n", "wyra\u017ca si\u0119 wzorem:\n", "\n", "$$\n", "\\int_{a}^{b} f(x) dx \\approx \\frac{1}{2} \\sum_{k=0}^{N-2} \\left( x_{k+1} - x_{k} \\right) \\left( f(x_{k+1}) + f(x_{k}) \\right)\n", "$$ gdzie $x_0,x_1,\\ldots,x_{N-1} \\in [a,b]$\n", "\n", "Napisz funkcj\u0119
def calka(f,a,b,N):kt\u00f3ra wykona takie ca\u0142kowanie.\n", "Mo\u017cna za\u0142o\u017cy\u0107, \u017ce $a \\lt b$.\n", "\n", "Twoja funkcja powinna:\n", "\n", "1. Utworzy\u0107 wektor $\\\\{x_k\\\\}$ sk\u0142adaj\u0105cy si\u0119 z $N$ r\u00f3wno odleg\u0142ych punkt\u00f3w pomi\u0119dzy $[a,b]$ w\u0142\u0105cznie (*Wsk.: np.linspace*) \n", "1. Utworzy\u0107 wektor $\\\\{f(x_k)\\\\}$\n", "1. Wykona\u0107 ca\u0142kowanie metod\u0105 trapezu\n", "\n", "Napisz 2 wersje tej funkcji: \n", "\n", "1. $\\textrm{def calka}$ \"zwyk\u0142a\", dzia\u0142aj\u0105c\u0105 na listach i dowolnym $f$\n", "2. $\\textrm{def calka_numpy}$ wykonuj\u0105c\u0105 operacje wektorowo przy za\u0142o\u017ceniu, \u017ce $f$ jest funkcj\u0105 wektorow\u0105\n" ] }, { "cell_type": "code", "collapsed": false, "input": [ "def fun(x):\n", " return (x-3)*(x-5)*(x-7)+85\n", "\n", "#Uzyskane wyniki mog\u0105 r\u00f3\u017cni\u0107 si\u0119 nieznacznie w zale\u017cno\u015b\u0107i od implementacji\n", "print calka(fun,1,5,10)\n", "print calka_numpy(fun,1,5,50)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "307.209876543\n", "307.97334444\n" ] } ], "prompt_number": 10 }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Dodatkowy 1 punkt:** por\u00f3wnaj(wypisz) absolutn\u0105 ro\u017cnic\u0119 wynik\u00f3w $calka$ oraz ca\u0142kowania funkcj\u0105 *scipy.integrate.quad* dla $N \\in 5,10,15,20,25$" ] }, { "cell_type": "code", "collapsed": false, "input": [ "from scipy.integrate import quad\n", "Ns = (5,10,15,20,25) " ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 6 }, { "cell_type": "heading", "level": 3, "metadata": {}, "source": [ "Zadanie 3 (6 pkt)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Napisz funkcj\u0119 \n", "
def podzielne_stat(nlst,dzielniki):\n", "\n", "kt\u00f3ra dla listy liczb naturalnych *nlst* oraz listy naturalnych dzielnik\u00f3w *dzielniki*\n", "wypisze:\n", "\n", "1. procent liczb z *nlst* podzielnych przez $d$ dla ka\u017cdego $d \\in \\textrm{dzielniki}$\n", "1. maksymaln\u0105 reszt\u0119 z dzielenia przez $d$ dla ka\u017cdego $d \\in \\textrm{dzielniki}$ \n", "
\n", "class Zdarzenia(object):\n", "\n", "kt\u00f3ra ma nast\u0119puj\u0105cy interfejs:\n", "\n", "* *\\_\\_init\\_\\_(self, \\*wagi)*
def coherence3(s1,s2,s3):\n", "kt\u00f3ra wykona wykres, taki jak poni\u017cej.\n", "\n", "* Na pierwszym wykresie powinny znale\u017a\u0107 si\u0119 wszystkie 3 sygna\u0142y,\n", "* na drugim wykresie powinna by\u0107 koherencja sygna\u0142\u00f3w s1,s2\n", "* na trzecim wykresie powinna by\u0107 koherencja sygna\u0142\u00f3w s2,s3\n" ] }, { "cell_type": "code", "collapsed": false, "input": [ "#s1, s2 wzi\u0119te z przyk\u0142adu powy\u017cej\n", "coherence3(s1,s2,s1+s2)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "display_data", "png": 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0Ynr6wL3SH+V/RF3ufr4LaxYHOXsAVav58kQMKhX879J/wVNPifjIdtoMelwD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\noCDeeustmpqaaGxsZO3atQQPcGSkLd1rQ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g1YtIgKkgOOMYuecJuqFecV443rQ1zjTcBI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\n7j+hXIgZq3KcO0cPLLMsb/n5yuINIMuYmutUTbypxb1t2kT3b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PVj7NnDWL169Pfp04xV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\n27p1a4MQa9euHXJycpp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