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@jadsongmatos
Created September 2, 2024 23:26
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Este gráfico representa uma espiral em coordenadas polares onde os pontos específicos (marcados em vermelho) se movem em intervalos de 2π radianos
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{
"nbformat": 4,
"nbformat_minor": 0,
"metadata": {
"colab": {
"provenance": []
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3"
},
"language_info": {
"name": "python"
}
},
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 734
},
"id": "v_7m3ICFBo4s",
"outputId": "014579ec-879b-4fac-c826-6fb966af5a02"
},
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 1000x800 with 1 Axes>"
],
"image/png": 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\n"
},
"metadata": {}
}
],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"\n",
"# Ajuste da função para passos de 2pi\n",
"theta_values = np.linspace(2 * np.pi, 10 * np.pi, 500)\n",
"r_values = 0.5 * 2**(theta_values / (2 * np.pi)) - 1\n",
"\n",
"# Calcular os pontos exatos para 2pi, 4pi, 6pi, 8pi, e 10pi\n",
"theta_points = np.array([2 * np.pi, 4 * np.pi, 6 * np.pi, 8 * np.pi, 10 * np.pi])\n",
"r_points = 0.5 * 2**(theta_points / (2 * np.pi)) - 1\n",
"\n",
"# Definir as cores em gradiente para os gráficos\n",
"colors = plt.cm.viridis(np.linspace(0, 1, len(theta_points) - 1))\n",
"\n",
"# Criar gráfico com gradiente\n",
"plt.figure(figsize=(10, 8))\n",
"ax = plt.subplot(111, projection='polar')\n",
"\n",
"# Plotar os segmentos em diferentes cores\n",
"for i in range(len(theta_points) - 1):\n",
" mask = (theta_values >= theta_points[i]) & (theta_values <= theta_points[i+1])\n",
" ax.plot(theta_values[mask], r_values[mask], color=colors[i], label=f'{int(theta_points[i]/(2 * np.pi)) * 2}π to {int(theta_points[i+1]/(2 * np.pi)) * 2}π')\n",
" ax.plot([theta_points[i], theta_points[i+1]], [r_points[i], r_points[i+1]], 'g--')\n",
"\n",
"# Marcar os pontos específicos\n",
"ax.plot(theta_points, r_points, 'ro')\n",
"\n",
"# Ajustar os limites do gráfico\n",
"ax.set_ylim(0, np.max(r_values) + 1)\n",
"\n",
"# Legendas e título\n",
"ax.legend(loc='upper left')\n",
"ax.set_title(\"Espiral com Passos de 2π em Coordenadas Polares\", va='bottom', fontsize=16)\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"source": [
"## Explicação do Gráfico da Espiral\n",
"\n",
"Este gráfico representa uma espiral em coordenadas polares onde os pontos específicos (marcados em vermelho) se movem em intervalos de 2π radianos, mantendo as mesmas distâncias entre eles. Vou explicar em detalhes:\n",
"\n",
"### Função de Espiral\n",
"A espiral é definida pela função:\n",
"- r(θ) = 0.5 * 2^(θ / (2π)) - 1\n",
"\n",
"onde:\n",
"- r(θ) é a distância radial de um ponto em relação à origem (centro do gráfico).\n",
"- θ é o ângulo em radianos.\n",
"\n",
"### Ajuste para Intervalos de 2π\n",
"- A função foi ajustada para que os intervalos onde as distâncias especificadas (1, 2, 4, 8, etc.) ocorrem, correspondam a intervalos de 2π radianos.\n",
"- Isso significa que ao invés de as distâncias ocorrerem em intervalos de π (como na função original), agora elas ocorrem em intervalos de 2π.\n",
"\n",
"### Comportamento da Espiral\n",
"- **Distâncias Radiais**: As distâncias entre os pontos consecutivos (de 2π a 4π, 4π a 6π, etc.) seguem um padrão de crescimento geométrico. Por exemplo:\n",
" - A distância radial entre 2π e 4π é 1.\n",
" - A distância radial entre 4π e 6π é 2.\n",
" - A distância radial entre 6π e 8π é 4.\n",
" - A distância radial entre 8π e 10π é 8.\n",
" \n",
"- **Cores em Gradiente**: Cada segmento da espiral entre dois pontos consecutivos é colorido com uma cor diferente em gradiente, para destacar visualmente os diferentes intervalos.\n",
" \n",
"- **Segmentos de Reta**: As linhas pontilhadas verdes conectam os pontos específicos, ilustrando as distâncias radiais entre eles.\n",
"\n",
"### Interpretação\n",
"- **Espiral Expansiva**: A espiral está se expandindo à medida que o ângulo θ aumenta. Cada novo intervalo de 2π resulta em uma maior distância radial do centro, devido ao comportamento exponencial da função.\n",
"- **Padrão Geométrico**: O padrão de crescimento radial (1, 2, 4, 8, etc.) reflete uma sequência geométrica que dobra a cada intervalo de 2π.\n",
"\n",
"### Aplicações\n",
"Esse tipo de gráfico é útil para visualizar como uma função radial pode crescer exponencialmente com o ângulo em coordenadas polares, especialmente em aplicações que envolvem fenômenos expansivos ou padrões geométricos, como em certas formas de propagação de ondas, crescimento populacional, ou expansão de galáxias no espaço."
],
"metadata": {
"id": "EhU4AxqKB4zj"
}
}
]
}
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