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(接線の方程式、傾き、微分、導関数)

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)
数式入力ソフト(TeX, MathML): MathType
MathML対応ブラウザ: Firefox、Safari
MathML非対応ブラウザ(Internet Explorer, Microsoft Edge, Google Chrome...)用JavaScript Library: MathJax
参考書籍

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2.を取り組んでみる。

接線の方程式の傾き。
y'= e x 2 · 1 2
x0における接線の方程式。
f( x )= 1 2 e x 0 2 ( x− x 0 )+ e x 0 2 = 1 2 e x 0 2 x+( 1− 1 2 x 0 ) e x 0 2
1. $\begin{array}{l} f (x) = \frac{1}{2} e^{- 2} x + (1 + 2) e^{- 2} \\ = \frac{1}{2} e^{- 2} x + 3 e^{- 2} \\ f (0) = 3 e^{- 2} \\ 0 = \frac{1}{2} e^{- 2} x + 3 e^{- 2} \\ \frac{1}{2} x = - 3 \\ x = - 6 \end{array}$
2. $\begin{array}{l} f (x) = \frac{1}{2} e^{\frac{1}{2}} x + (1 - \frac{1}{2}) e^{\frac{1}{2}} \\ = \frac{1}{2} e^{\frac{1}{2}} x + \frac{1}{2} e^{\frac{1}{2}} \\ = \frac{1}{2} e^{\frac{1}{2}} (x + 1) \\ f (0) = \frac{1}{2} e^{\frac{1}{2}} \\ 0 = f (x) \\ x = - 1 \end{array}$
3. $\begin{array}{l} f (x) = \frac{1}{2} e^{\frac{0}{2}} x + (1 - \frac{1}{2} 0) e^{\frac{0}{2}} \\ = \frac{1}{2} x + 1 \\ f (0) = 1 \\ 0 = f (x) \\ x = - 2 \end{array}$

コード(Emacs)

Python 3

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

print('2.')
x = symbols('x')
f = exp(x / 2)
D = Derivative(f, x, 1)
f1 = D.doit()
xs = [-4, 1, 0]
gs = []

for t in [D, f1]:
    pprint(t)
    print()

for i, x0 in enumerate(xs):
    print(f'({chr(ord("a") + i)})')
    g = f1.subs({x: x0}) * (x - x0) + f.subs({x: x0})
    pprint(g.expand())
    print()
    gs.append(g)

p = plot(f, *gs, (x, -3, 2), show=False, legend=True)
for i, color in enumerate(['red', 'green', 'blue', 'orange']):
    p[i].line_color = color
p.save('sample2.svg')

入出力結果(Terminal, Jupyter(IPython))

$ ./sample2.py
2.
  ⎛ x⎞
  ⎜ ─⎟
d ⎜ 2⎟
──⎝ℯ ⎠
dx    

 x
 ─
 2
ℯ 
──
2 

(a)
   -2        
x⋅ℯ        -2
───── + 3⋅ℯ  
  2          

(b)
   1/2    1/2
x⋅ℯ      ℯ   
────── + ────
  2       2  

(c)
x    
─ + 1
2    

$

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">
<br>
<label for="dx0">dx0 = </label>
<input id="dx0" type="number" min="0" step="0.1" value="0.1">

<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_dx0 = document.querySelector('#dx0'),    
    inputs = [input_r, input_dx, input_x1, input_x2, input_y1, input_y2,
              input_dx0],
    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.exp(x / 2),
    f1 = (x) => Math.exp(x / 2) * 1 / 2,
    g = (x0) => (x) => f1(x0) * (x - x0) + f(x0);

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),
        dx0 = parseFloat(input_dx0.value);

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

    let points = [],
        lines = [[-4, y1, -4, y2, 'blue'],
                 [1, y1, 1, y2, 'blue'],
                 [0, y1, 0, y2, 'blue']],
        fns = [[f, 'red']],
        fns1 = [],
        fns2 = [[g, 'green']];

    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 =
dx0 =

Kamimura's blog

2017年10月27日金曜日

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(接線の方程式、傾き、微分、導関数)

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