数学 - Python - JavaScript - 解析学 - 微分と基本的な関数 - 指数関数と対数関数 - 指数関数(微分可能な関数、区間、導関数、二階導関数、増減の判定、グラフの描画)

解析入門 原書第3版
原著

学習環境

• Surface 3 (4G LTE)、Surface 3 タイプ カバー、Surface ペン(端末)
• Windows 10 Pro (OS)
• Nebo(Windows アプリ)
• iPad Pro + Apple Pencil
• MyScript Nebo(iPad アプリ)
• 参考書籍
  • Pythonからはじめる数学入門
  • JavaScriptリファレンス 第6版
  • インタラクティブ・データビジュアライゼーション

解析入門 原書第3版 (S.ラング(著)、松坂 和夫(翻訳)、片山 孝次(翻訳)、岩波書店)の第2部(微分と基本的な関数)、第8章(指数関数と対数関数)、2(指数関数)、練習問題30.を取り組んでみる。

30. 
    
    $f\text{'}\left(x\right)>0$

    よって関数 f は増加である。

    $\begin{array}{}f\text{'}\text{'}\left(x\right)=\frac{2x}{{\left(1-x^2\right)}^2}\\ -1<x<0\\ f\text{'}\text{'}\left(x\right)<0\\ 0<x<1\\ f\text{'}\text{'}\left(x\right)>0\end{array}$

    関数 f のグラフ。

    $\begin{array}{}f\text{'}\left(x\right)=\frac{1}{\left(1+x\right)\left(1-x\right)}\\ \frac{1}{\left(1+x\right)\left(1-x\right)}=\frac{a}{1+x}+\frac{b}{1-x}\\ \frac{a-ax+b+bx}{1-x^2}=\frac{a+b+\left(b-a\right)x}{1-x^2}\\ a+b=1\\ a-b=0\\ 2a=1\\ a=\frac{1}{2}\\ b=\frac{1}{2}\\ f\text{'}\left(x\right)=\frac{1}{2}(\frac{1}{1+x}+\frac{1}{1-x})\\ f\left(x\right)=\frac{1}{2}\left(\log \left(1+x\right)-\log \left(1-x\right)\right)+C\\ =\frac{1}{2}\log \frac{1+x}{1-x}+C\\ f\left(0\right)=\frac{1}{2}\log 1+C=0\\ C=0\end{array}$

コード(Emacs)

Python 3

#!/usr/bin/env python3
from sympy import pprint, symbols, log, Derivative, plot

print('30.')
x = symbols('x')
f = log((1 + x) / (1 - x)) / 2

for n in range(1, 3):
    D = Derivative(f, x, n)
    for t in [D, D.doit().factor()]:
        pprint(t)
        print()
    print()

p = plot(f, show=False, legend=True)
p.save('sample30.svg')

入出力結果(Terminal, Jupyter(IPython))

$ ./sample30.py
30.
  ⎛   ⎛x + 1 ⎞⎞
  ⎜log⎜──────⎟⎟
d ⎜   ⎝-x + 1⎠⎟
──⎜───────────⎟
dx⎝     2     ⎠

      -1       
───────────────
(x - 1)⋅(x + 1)


   ⎛   ⎛x + 1 ⎞⎞
  2⎜log⎜──────⎟⎟
 d ⎜   ⎝-x + 1⎠⎟
───⎜───────────⎟
  2⎝     2     ⎠
dx              

       2⋅x       
─────────────────
       2        2
(x - 1) ⋅(x + 1) 


$

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="0.001" value="0.001">
<br>
<label for="x1">x1 = </label>
<input id="x1" type="number" value="-5">
<label for="x2">x2 = </label>
<input id="x2" type="number" value="5">
<br>
<label for="y1">y1 = </label>
<input id="y1" type="number" value="-5">
<label for="y2">y2 = </label>
<input id="y2" type="number" value="5">

<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="sample30.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'),
    inputs = [input_r, input_dx, input_x1, input_x2, input_y1, input_y2],
    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) => Math.log((1 + x) / (1 - x)),
    f1 = (x) => 1 / (1 - x ** 2),
    f2 = (x) => 2 * x / (1 - x ** 2) ** 2;

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);

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

    let points = [],
        lines = [],
        fns = [[f, 'green'],
               [f1, 'blue'],
               [f2, 'orange']],
        fns1 = [],
        fns2 = [];

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

                points.push([x, y, color]);
            }
        });

    fns1
        .forEach((o) => {
            let [f, color] = o;
            
            lines.push([x1, f(x1), x2, f(x2), 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')));
};

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

r = dx =
x1 = x2 =
y1 = y2 =