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@ischurov
Created September 25, 2022 20:17
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{
"cells": [
{
"cell_type": "code",
"execution_count": 313,
"metadata": {},
"outputs": [],
"source": [
"def f(x, r):\n",
" return r * x * (1 - x)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"$$x_{n+1}=f(x_n, r)$$"
]
},
{
"cell_type": "code",
"execution_count": 314,
"metadata": {},
"outputs": [],
"source": [
"def iterate(r, start, number, startvalue=0.1, f=f):\n",
" x = startvalue\n",
" iterations = []\n",
" for i in range(start + number):\n",
" if i >= start:\n",
" iterations.append(x)\n",
" x = f(x, r)\n",
" return iterations"
]
},
{
"cell_type": "code",
"execution_count": 315,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[0.1,\n",
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" 0.021487500000000003,\n",
" 0.010512893671875002,\n",
" 0.005201186369259426,\n",
" 0.0025870670148058278,\n",
" 0.0012901870495333656,\n",
" 0.000644261233455291,\n",
" 0.00032192308045917887,\n",
" 0.00016090972299472327]"
]
},
"execution_count": 315,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"iterate(0.5, 0, 10)"
]
},
{
"cell_type": "code",
"execution_count": 316,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[0.1,\n",
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" 0.13430430000000002,\n",
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" 0.2305340007908742,\n",
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" 0.23076763307508108,\n",
" 0.23076811238000758,\n",
" 0.23076844789514853,\n",
" 0.23076868275657644,\n",
" 0.23076884715998233]"
]
},
"execution_count": 316,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"iterate(1.3, 0, 40)"
]
},
{
"cell_type": "code",
"execution_count": 317,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[0.1,\n",
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" 0.697837791264768,\n",
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" 0.6771136065469955,\n",
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" 0.6239800567837179,\n",
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" 0.631017042828474,\n",
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" 0.6380910558353027,\n",
" 0.6466064088352157,\n",
" 0.6398183704876365,\n",
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" 0.64288499575803,\n",
" 0.6428348583642376,\n",
" 0.6428749690609908]"
]
},
"execution_count": 317,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"iterate(2.8, 0, 40)"
]
},
{
"cell_type": "code",
"execution_count": 318,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[0.5130445095326298,\n",
" 0.7994554904673701,\n",
" 0.5130445095326298,\n",
" 0.7994554904673701,\n",
" 0.5130445095326298,\n",
" 0.7994554904673701,\n",
" 0.5130445095326298,\n",
" 0.7994554904673701,\n",
" 0.5130445095326298,\n",
" 0.7994554904673701,\n",
" 0.5130445095326298,\n",
" 0.7994554904673701,\n",
" 0.5130445095326298,\n",
" 0.7994554904673701,\n",
" 0.5130445095326298,\n",
" 0.7994554904673701,\n",
" 0.5130445095326298,\n",
" 0.7994554904673701,\n",
" 0.5130445095326298,\n",
" 0.7994554904673701,\n",
" 0.5130445095326298,\n",
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" 0.5130445095326298,\n",
" 0.7994554904673701,\n",
" 0.5130445095326298,\n",
" 0.7994554904673701]"
]
},
"execution_count": 318,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"iterate(3.2, 1000, 30)"
]
},
{
"cell_type": "code",
"execution_count": 319,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[0.8269407065914387,\n",
" 0.5008842103072179,\n",
" 0.8749972636024641,\n",
" 0.38281968301732416,\n",
" 0.8269407065914387,\n",
" 0.5008842103072179,\n",
" 0.8749972636024641,\n",
" 0.38281968301732416,\n",
" 0.8269407065914387,\n",
" 0.5008842103072179,\n",
" 0.8749972636024641,\n",
" 0.38281968301732416,\n",
" 0.8269407065914387,\n",
" 0.5008842103072179,\n",
" 0.8749972636024641,\n",
" 0.38281968301732416,\n",
" 0.8269407065914387,\n",
" 0.5008842103072179,\n",
" 0.8749972636024641,\n",
" 0.38281968301732416,\n",
" 0.8269407065914387,\n",
" 0.5008842103072179,\n",
" 0.8749972636024641,\n",
" 0.38281968301732416,\n",
" 0.8269407065914387,\n",
" 0.5008842103072179,\n",
" 0.8749972636024641,\n",
" 0.38281968301732416,\n",
" 0.8269407065914387,\n",
" 0.5008842103072179]"
]
},
"execution_count": 319,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"iterate(3.5, 1000, 30)"
]
},
{
"cell_type": "code",
"execution_count": 320,
"metadata": {},
"outputs": [],
"source": [
"from ipywidgets import interact, IntSlider, FloatSlider, Layout, FloatRangeSlider\n",
"import matplotlib.pyplot as plt\n",
"%matplotlib inline"
]
},
{
"cell_type": "code",
"execution_count": 321,
"metadata": {},
"outputs": [],
"source": [
"from more_itertools import pairwise"
]
},
{
"cell_type": "code",
"execution_count": 322,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "27e48bb5a09a47a7bf70261e38e20bcc",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"interactive(children=(FloatSlider(value=0.0, continuous_update=False, description='r', layout=Layout(width='80…"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"@interact(\n",
" r=FloatSlider(\n",
" min=0.0,\n",
" max=4.0,\n",
" step=0.001,\n",
" value=0,\n",
" readout_format=\".3f\",\n",
" continuous_update=False,\n",
" layout=Layout(width='800px')\n",
" ),\n",
" start=IntSlider(value=0, min=0, max=1000),\n",
" number=IntSlider(value=20, min=1, max=100),\n",
")\n",
"def plot_seq(r, start, number):\n",
" values = iterate(r, start, number)\n",
" plt.figure(figsize=(15, 8))\n",
" plt.plot(range(start, start + number), values, \"o-\")\n",
" plt.ylim(0, 1)"
]
},
{
"cell_type": "code",
"execution_count": 323,
"metadata": {},
"outputs": [],
"source": [
"import numpy as np"
]
},
{
"cell_type": "code",
"execution_count": 324,
"metadata": {
"scrolled": false
},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "f990e37f0f944b76a13ecd69a39bdd9c",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"interactive(children=(FloatSlider(value=0.0, continuous_update=False, description='r', layout=Layout(width='80…"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"@interact(\n",
" r=FloatSlider(\n",
" min=0.0,\n",
" max=4.0,\n",
" step=0.001,\n",
" value=0,\n",
" readout_format=\".3f\",\n",
" continuous_update=False,\n",
" layout=Layout(width=\"800px\"),\n",
" ),\n",
" startvalue=(0.0, 1.0),\n",
" iterations=IntSlider(min=1, max=100, value=20, continuous_update=False),\n",
")\n",
"def lamerey(r, startvalue=0.1, iterations=20):\n",
" values = iterate(r, 0, iterations, startvalue)\n",
" x = np.linspace(0, 1, 100)\n",
" plt.figure(figsize=(15, 10))\n",
" plt.plot(x, f(x, r))\n",
" plt.plot(x, x)\n",
" points = [(values[0], 0)]\n",
" for cur, nxt in pairwise(values):\n",
" points.extend([(cur, nxt), (nxt, nxt)])\n",
" plt.plot(*zip(*points))"
]
},
{
"cell_type": "code",
"execution_count": 325,
"metadata": {},
"outputs": [],
"source": [
"def plot_two_seqs(r, start, number, x_start1, x_start2):\n",
" values1 = iterate(r, start, number, startvalue=x_start1)\n",
" values2 = iterate(r, start, number, startvalue=x_start2)\n",
" plt.figure(figsize=(15, 8))\n",
" plt.plot(range(start, start + number), values1, \"o-\")\n",
" plt.plot(range(start, start + number), values2, \"o-\")\n",
" plt.ylim(0, 1)"
]
},
{
"cell_type": "code",
"execution_count": 326,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1080x576 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plot_two_seqs(3.8, 0, 250, x_start1=0.12, x_start2=0.120000000001)"
]
},
{
"cell_type": "code",
"execution_count": 311,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "9b035f4a416f4ea9a9cdb10573291131",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"interactive(children=(FloatRangeSlider(value=(0.0, 4.0), continuous_update=False, description='rminmax', layou…"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"@interact(\n",
" rminmax=FloatRangeSlider(\n",
" value=(0, 4),\n",
" min=0,\n",
" max=4,\n",
" continuous_update=False,\n",
" step=0.01,\n",
" layout=Layout(width=\"800px\"),\n",
" )\n",
")\n",
"def plot_bifdiag(rminmax):\n",
" rmin, rmax = rminmax\n",
" plt.figure(figsize=(10, 10))\n",
" for r in np.linspace(rmin, rmax, 500):\n",
" number = 100\n",
" plt.plot(\n",
" [r] * number, iterate(r, 500, number), \".\", markersize=0.5, color=\"teal\"\n",
" )"
]
},
{
"cell_type": "code",
"execution_count": 312,
"metadata": {},
"outputs": [],
"source": [
"def f(x, r):\n",
" return r * ((np.sin(x) + 1))"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.10"
}
},
"nbformat": 4,
"nbformat_minor": 4
}
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