2017年8月30日水曜日

学習環境

オイラーの贈物―人類の至宝eiπ=-1を学ぶ (吉田 武(著)、東海大学出版会)の第II部(関数の定義(Definitions of Functions))、第5章(テイラー展開(Taylar's Expansion))、5.2(テイラー級数)、5.2.1(剰余項を求める)、5.2.2(テイラー級数の定義)、5.2.3(項別微分・項別積分)、問題2.を取り組んでみる。


    1. 1 1+ x 2 = 1 1( x 2 ) = n=0 ( x 2 ) n = n=0 ( 1 ) n x 2n

    2. 1 ( 1x ) 2 = n=0 x n n=0 x n = n=0 ( n+1 ) x n

コード(Emacs)

Python 3

#!/usr/bin/env python3
# -*- coding: utf-8 -*-

from sympy import pprint, symbols, summation, oo

print('2.')
x, n = symbols('x n')
fs = [(-1) ** n * x ** (2 * n),
      (n + 1) * x ** n]

for i, f in enumerate(fs, 1):
    print(f'[{i}]')
    s = summation(f, (n, 0, oo))
    pprint(s)
    print()

入出力結果(Terminal, IPython)

$ ./sample2.py
2.
[1]
⎧       1              │ 2│    
⎪     ──────       for │x │ < 1
⎪      2                       
⎪     x  + 1                   
⎪                              
⎪  ∞                           
⎨ ___                          
⎪ ╲                            
⎪  ╲       n  2⋅n              
⎪  ╱   (-1) ⋅x      otherwise  
⎪ ╱                            
⎪ ‾‾‾                          
⎩n = 0                         

[2]
⎛⎧    x                  ⎞   ⎛⎧   1                 ⎞
⎜⎪─────────   for │x│ < 1⎟   ⎜⎪ ──────   for │x│ < 1⎟
⎜⎪        2              ⎟   ⎜⎪ -x + 1              ⎟
⎜⎪(-x + 1)               ⎟   ⎜⎪                     ⎟
⎜⎪                       ⎟   ⎜⎪  ∞                  ⎟
⎜⎪  ∞                    ⎟   ⎜⎪ ___                 ⎟
⎜⎨ ___                   ⎟ + ⎜⎨ ╲                   ⎟
⎜⎪ ╲                     ⎟   ⎜⎪  ╲    n             ⎟
⎜⎪  ╲      n             ⎟   ⎜⎪  ╱   x    otherwise ⎟
⎜⎪  ╱   n⋅x    otherwise ⎟   ⎜⎪ ╱                   ⎟
⎜⎪ ╱                     ⎟   ⎜⎪ ‾‾‾                 ⎟
⎜⎪ ‾‾‾                   ⎟   ⎜⎪n = 0                ⎟
⎝⎩n = 0                  ⎠   ⎝⎩                     ⎠

$

HTML5

<div id="graph0"></div>
<pre id="output0"></pre>
<label for="r0">r = </label>
<input id="r0" type="number" min="0" value="0.5">
<label for="dx">dx = </label>
<input id="dx" type="number" min="0" step="0.0001" value="0.001">
<br>
<label for="x1">x1 = </label>
<input id="x1" type="number" value="-2">
<label for="x2">x2 = </label>
<input id="x2" type="number" value="2">
<br>
<label for="y1">y1 = </label>
<input id="y1" type="number" value="-2">
<label for="y2">y2 = </label>
<input id="y2" type="number" value="2">
<br>
<label for="n0">n = </label>
<input id="n0" type="number" min="0" step="1" value="0">

<button id="draw0">draw</button>
<button id="clear0">clear</button>

<script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/d3/4.2.6/d3.min.js" integrity="sha256-5idA201uSwHAROtCops7codXJ0vja+6wbBrZdQ6ETQc=" crossorigin="anonymous"></script>

<script src="sample2.js"></script>    

JavaScript

let div0 = document.querySelector('#graph0'),
    pre0 = document.querySelector('#output0'),
    width = 600,
    height = 600,
    padding = 50,
    btn0 = document.querySelector('#draw0'),
    btn1 = document.querySelector('#clear0'),
    input_r = document.querySelector('#r0'),
    input_dx = document.querySelector('#dx'),
    input_x1 = document.querySelector('#x1'),
    input_x2 = document.querySelector('#x2'),
    input_y1 = document.querySelector('#y1'),
    input_y2 = document.querySelector('#y2'),
    input_n0 = document.querySelector('#n0'),
    inputs = [input_r, input_dx, input_x1, input_x2, input_y1, input_y2,
             input_n0],
    p = (x) => pre0.textContent += x + '\n',
    range = (start, end, step=1) => {
        let res = [];
        for (let i = start; i < end; i += step) {
            res.push(i);
        }
        return res;
    };

let f = (x) => 1 / (1 + x ** 2),
    g = (x) => 1 / (1 - x) ** 2,
    fterm = (n) => (x) => (-1) ** n * x ** (2 * n),
    gterm = (n) => (x) => (n + 1) * x ** n;

let draw = () => {
    pre0.textContent = '';

    let r = parseFloat(input_r.value),
        dx = parseFloat(input_dx.value),
        x1 = parseFloat(input_x1.value),
        x2 = parseFloat(input_x2.value),
        y1 = parseFloat(input_y1.value),
        y2 = parseFloat(input_y2.value),
        n0 = parseInt(input_n0.value);

    if (r === 0 || dx === 0 || x1 > x2 || y1 > y2) {
        return;
    }    

    let points = [],
        lines = [[-1, y1, -1, y2, 'brown'],
                 [1, y1, 1, y2, 'brown']],
        f1 = (x) =>
        range(0, n0 + 1)
        .reduce((prev, next) => prev + fterm(next)(x), 0),
        g1 = (x) =>
        range(0, n0 + 1)
        .reduce((prev, next) => prev + gterm(next)(x), 0),
        fns = [[f, 'red'],
               [f1, 'green'],
               [g, 'blue'],
               [g1, 'orange']],
        fns1 = [],
        fns2 = [];

    fns
        .forEach((o) => {
            let [f, color] = o;
            for (let x = x1; x <= x2; x += dx) {
                let y = f(x);

                if (Math.abs(y) < Infinity) {
                    points.push([x, y, color]);
                }
            }
        });                 

    fns2
        .forEach((o) => {
            let [f, color] = o;

            for (let x = x1; x <= x2; x += dx0) {
                let g = f(x);
                lines.push([x1, g(x1), x2, g(x2), color]);
            }
        });
    
    let xscale = d3.scaleLinear()
        .domain([x1, x2])
        .range([padding, width - padding]);
    let yscale = d3.scaleLinear()
        .domain([y1, y2])
        .range([height - padding, padding]);

    let xaxis = d3.axisBottom().scale(xscale);
    let yaxis = d3.axisLeft().scale(yscale);
    div0.innerHTML = '';
    let svg = d3.select('#graph0')
        .append('svg')
        .attr('width', width)
        .attr('height', height);

    svg.selectAll('line')
        .data([[x1, 0, x2, 0], [0, y1, 0, y2]].concat(lines))
        .enter()
        .append('line')
        .attr('x1', (d) => xscale(d[0]))
        .attr('y1', (d) => yscale(d[1]))
        .attr('x2', (d) => xscale(d[2]))
        .attr('y2', (d) => yscale(d[3]))
        .attr('stroke', (d) => d[4] || 'black');

    svg.selectAll('circle')
        .data(points)
        .enter()
        .append('circle')
        .attr('cx', (d) => xscale(d[0]))
        .attr('cy', (d) => yscale(d[1]))
        .attr('r', r)
        .attr('fill', (d) => d[2] || 'green');

    svg.append('g')
        .attr('transform', `translate(0, ${height - padding})`)
        .call(xaxis);

    svg.append('g')
        .attr('transform', `translate(${padding}, 0)`)
        .call(yaxis);

    [fns, fns1, fns2].forEach((fs) => p(fs.join('\n')));
    p(Math.sqrt(a0 + b0) - Math.sqrt(b0));
    p(2 * Math.sqrt(a0 + b0) / a0 -
      4 / (3 * a0 ** 2) * (Math.sqrt((a0 + b0) ** 3) - Math.sqrt(b0 ** 3)));
};

inputs.forEach((input) => input.onchange = draw);
btn0.onclick = draw;
btn1.onclick = () => pre0.textContent = '';
draw();








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