lead/frame_plot/show_frame.ipynb
2025-03-18 16:51:30 +08:00

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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"from matplotlib.patches import Polygon\n",
"import matplotlib.font_manager as fm\n",
"\n",
"# 设置中文字体\n",
"plt.rcParams['font.sans-serif'] = ['SimHei'] # 用来正常显示中文标签\n",
"plt.rcParams['axes.unicode_minus'] = False # 用来正常显示负号\n",
"\n",
"# 生成随机种群\n",
"np.random.seed(42)\n",
"n_points = 50\n",
"points = np.random.rand(n_points, 2) * 10\n",
"\n",
"# 识别帕累托前沿\n",
"def is_pareto_efficient(costs):\n",
" is_efficient = np.ones(costs.shape[0], dtype=bool)\n",
" for i, c in enumerate(costs):\n",
" if is_efficient[i]:\n",
" is_efficient[is_efficient] = np.any(costs[is_efficient] < c, axis=1) # Remove dominated points\n",
" is_efficient[i] = True\n",
" return is_efficient\n",
"\n",
"# 获取帕累托前沿点\n",
"pareto_front_mask = is_pareto_efficient(points)\n",
"pareto_front = points[pareto_front_mask]\n",
"\n",
"# 创建图形\n",
"plt.figure(figsize=(10, 8))\n",
"\n",
"# 绘制非帕累托前沿点\n",
"plt.scatter(points[~pareto_front_mask, 0], points[~pareto_front_mask, 1], \n",
" c='lightgray', s=100, label='种群个体')\n",
"\n",
"# 绘制帕累托前沿点\n",
"plt.scatter(pareto_front[:, 0], pareto_front[:, 1], \n",
" c='red', s=100, label='帕累托前沿个体')\n",
"\n",
"# 连接帕累托前沿点\n",
"sorted_front = pareto_front[np.argsort(pareto_front[:, 0])]\n",
"plt.plot(sorted_front[:, 0], sorted_front[:, 1], 'r--', alpha=0.5)\n",
"\n",
"# 添加密度分布示意\n",
"for point in pareto_front:\n",
" circle = plt.Circle(point, 0.5, color='blue', fill=False, alpha=0.2)\n",
" plt.gca().add_patch(circle)\n",
"\n",
"# 添加箭头和标注\n",
"plt.arrow(8, 8, -0.5, -0.5, head_width=0.2, head_length=0.2, fc='k', ec='k')\n",
"plt.text(8.2, 8.2, '优化方向', fontsize=20)\n",
"\n",
"# 设置标题和标签\n",
"# plt.title('帕累托前沿维护策略示意图', fontsize=14, pad=20)\n",
"plt.xlabel('算法性能指标', fontsize=20)\n",
"plt.ylabel('运行时间', fontsize=20)\n",
"\n",
"# 添加图例\n",
"plt.legend(loc='upper right', fontsize=20)\n",
"\n",
"# 添加网格\n",
"plt.grid(True, linestyle='--', alpha=0.3)\n",
"\n",
"# 设置坐标轴范围\n",
"plt.xlim(-0.5, 11)\n",
"plt.ylim(-0.5, 11)\n",
"\n",
"# 保存图片\n",
"plt.savefig('pareto_front_strategy.png', dpi=300, bbox_inches='tight')\n",
"plt.close() "
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"text1 = '''贪心\n",
"回溯\n",
"高度优先\n",
"图着色\n",
"饱和度\n",
"回溯\n",
"相邻约束\n",
"图着色\n",
"贪心\n",
"回溯\n",
"高度优先\n",
"优先队列\n",
"度数优先\n",
"颜色选择\n",
"贪心\n",
"相邻未着色\n",
"颜色选择\n",
"度数优先\n",
"饱和度\n",
"动态更新\n",
"可用颜色\n",
"优先队列\n",
"相邻约束\n",
"饱和度\n",
"度数选择\n",
"相邻约束\n",
"颜色使用\n",
"Welsh-Powell\n",
"Welsh-Powell\n",
"动态更新\n",
"可用颜色\n",
"相邻冲突\n",
"颜色选择\n",
"饱和度\n",
"动态更新\n",
"相邻约束\n",
"颜色选择\n",
"'''\n",
"text2 = '''\n",
"贪心\n",
"度数优先\n",
"颜色分配\n",
"图着色\n",
"最低可用颜色\n",
"优化\n",
"优先队列\n",
"颜色分配\n",
"贪心\n",
"图着色\n",
"度数优先\n",
"邻居历史\n",
"最小颜色\n",
"图着色\n",
"贪心\n",
"贪心\n",
"邻居历史\n",
"颜色最小化\n",
"图着色\n",
"颜色选择\n",
"Welsh-Powell\n",
"度数优先\n",
"颜色分配\n",
"贪心\n",
"图着色\n",
"贪心\n",
"迭代着色\n",
"相邻约束\n",
"图着色\n",
"颜色选择\n",
"Welsh-Powell\n",
"贪心\n",
"降序着色\n",
"图着色\n",
"颜色分配\n",
"贪心\n",
"度数优先\n",
"最小颜色\n",
"相邻约束\n",
"图着色'''"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
"<Figure size 1200x800 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"\n",
"plt.rcParams['font.sans-serif'] = ['SimHei'] # 用来正常显示中文标签\n",
"plt.rcParams['axes.unicode_minus'] = False # 用来正常显示负号\n",
"plt.rcParams['font.size'] = 16 # 设置更大的字号\n",
"\n",
"# 定义要删除的关键词\n",
"keywords = ['着色', '颜色', '图着色',' ','优化']\n",
"\n",
"# 预处理文本,删除包含关键词的行\n",
"text1_lines = text1.strip().split('\\n')\n",
"text2_lines = text2.strip().split('\\n')\n",
"\n",
"text1_filtered = []\n",
"text2_filtered = []\n",
"\n",
"for line in text1_lines:\n",
" if not any(keyword in line for keyword in keywords):\n",
" text1_filtered.append(line)\n",
" \n",
"for line in text2_lines:\n",
" if not any(keyword in line for keyword in keywords):\n",
" text2_filtered.append(line)\n",
"\n",
"text1 = '\\n'.join(text1_filtered)\n",
"text2 = '\\n'.join(text2_filtered)\n",
"\n",
"\n",
"\n",
"# 统计text1和text2中的词频\n",
"text1_words = text1.strip().split('\\n')\n",
"text2_words = text2.strip().split('\\n')\n",
"\n",
"# 获取所有唯一的词\n",
"all_words = sorted(set(text1_words + text2_words))\n",
"\n",
"# 统计词频\n",
"text1_freq = {word: text1_words.count(word) for word in all_words}\n",
"text2_freq = {word: text2_words.count(word) for word in all_words}\n",
"\n",
"# 创建雷达图\n",
"plt.figure(figsize=(12, 8))\n",
"\n",
"# 计算角度\n",
"angles = np.linspace(0, 2*np.pi, len(all_words), endpoint=False)\n",
"\n",
"# 闭合雷达图\n",
"values1 = list(text1_freq.values())\n",
"values2 = list(text2_freq.values())\n",
"values1.append(values1[0])\n",
"values2.append(values2[0])\n",
"angles = np.concatenate((angles, [angles[0]]))\n",
"\n",
"# 绘制雷达图\n",
"ax = plt.subplot(111, projection='polar')\n",
"ax.plot(angles, values1, 'o-', linewidth=2, label='AAE', color='skyblue', alpha=0.7)\n",
"ax.fill(angles, values1, alpha=0.25, color='skyblue')\n",
"ax.plot(angles, values2, 'o-', linewidth=2, label='EoH', color='red', alpha=0.7)\n",
"ax.fill(angles, values2, alpha=0.25, color='red')\n",
"\n",
"# 设置刻度标签\n",
"ax.set_xticks(angles[:-1])\n",
"ax.set_xticklabels(all_words, fontsize=20)\n",
"\n",
"# 添加图例和标题\n",
"plt.legend(loc='upper right', bbox_to_anchor=(0.05, 0.05),fontsize=24)\n",
"# plt.title('词频分布雷达图对比', pad=20)\n",
"\n",
"plt.tight_layout()\n",
"plt.savefig('rador.png', dpi=300)\n",
"plt.show()"
]
}
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