{ "cells": [ { "cell_type": "markdown", "id": "intro", "metadata": {}, "source": [ "# Foundations of Fractal Geometry\n", "\n", "This notebook provides an overview of the Foundations section, with quick demonstrations and links to detailed notebooks.\n", "\n", "## Notebook Series\n", "\n", "The Foundations section is organized into four chapters corresponding to the documentation:\n", "\n", "| Notebook | Topics | Key Concepts |\n", "|----------|--------|-------------|\n", "| **[1_history.ipynb](1_history.ipynb)** | History of Fractal Mathematics | Cantor, Koch, Sierpinski, Julia, Mandelbrot, Weierstrass |\n", "| **[2_mathematics.ipynb](2_mathematics.ipynb)** | Mathematical Foundations | Box-counting, DBC, power laws, Hurst exponent, lacunarity |\n", "| **[3_dimensionality.ipynb](3_dimensionality.ipynb)** | Fractal Dimensionality (1D-4D) | Pink noise, fBm, Mandelbrot/Julia, Menger, DLA |\n", "\n", "---\n", "\n", "## Quick Start: Essential Fractals\n", "\n", "Below are minimal examples of key fractal types. See the specialized notebooks for detailed explanations and analyses." ] }, { "cell_type": "code", "execution_count": 1, "id": "imports", "metadata": { "execution": { "iopub.execute_input": "2026-10-25T01:41:14.844428Z", "iopub.status.busy": "2026-10-25T01:41:14.844318Z", "iopub.status.idle": "2026-10-25T01:41:15.374550Z", "shell.execute_reply": "2026-10-25T01:41:15.372972Z" } }, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from matplotlib.patches import Polygon\n", "from matplotlib.collections import PatchCollection\n", "\n", "plt.rcParams['figure.figsize'] = [12, 8]\n", "plt.rcParams['figure.dpi'] = 100" ] }, { "cell_type": "markdown", "id": "1d-section", "metadata": {}, "source": [ "## 1D Fractals: Cantor Set\n", "\n", "The Cantor set (1883) iteratively removes the middle third of each interval.\n", "\n", "**Dimension:** $D = \\frac{\\log 2}{\\log 3} \\approx 0.631$\n", "\n", "See [1_history.ipynb](1_history.ipynb) for detailed exploration." ] }, { "cell_type": "code", "execution_count": 2, "id": "cantor-set", "metadata": { "execution": { "iopub.execute_input": "2026-10-25T01:41:15.376981Z", "iopub.status.busy": "2026-10-25T01:41:15.376835Z", "iopub.status.idle": "2026-10-25T01:41:15.446590Z", "shell.execute_reply": "2026-10-25T01:41:15.445827Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def cantor_set(ax, x, y, length, depth, max_depth):\n", " \"\"\"Draw Cantor set recursively.\"\"\"\n", " ax.plot([x, x + length], [y, y], color='black', lw=3)\n", " if depth < max_depth:\n", " new_length = length / 3\n", " cantor_set(ax, x, y - 0.12, new_length, depth + 1, max_depth)\n", " cantor_set(ax, x + 2 * new_length, y - 0.12, new_length, depth + 1, max_depth)\n", "\n", "fig, ax = plt.subplots(figsize=(12, 4))\n", "cantor_set(ax, 0, 1, 1, 0, 6)\n", "ax.set_xlim(-0.05, 1.05)\n", "ax.set_ylim(0, 1.1)\n", "ax.set_title(f'Cantor Set (D ≈ {np.log(2)/np.log(3):.3f})', fontsize=14)\n", "ax.axis('off')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "2d-section", "metadata": {}, "source": [ "## 2D Fractals: Sierpinski Triangle\n", "\n", "The Sierpinski triangle (1915) removes the central triangle at each iteration.\n", "\n", "**Dimension:** $D = \\frac{\\log 3}{\\log 2} \\approx 1.585$\n", "\n", "See [1_history.ipynb](1_history.ipynb) for construction details and [3_dimensionality.ipynb](3_dimensionality.ipynb) for chaos game implementation." ] }, { "cell_type": "code", "execution_count": 3, "id": "sierpinski-triangle", "metadata": { "execution": { "iopub.execute_input": "2026-10-25T01:41:15.448614Z", "iopub.status.busy": "2026-10-25T01:41:15.448550Z", "iopub.status.idle": "2026-10-25T01:41:15.493639Z", "shell.execute_reply": "2026-10-25T01:41:15.493269Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def sierpinski_triangle(ax, vertices, depth, patches):\n", " \"\"\"Generate Sierpinski triangle.\"\"\"\n", " if depth == 0:\n", " patches.append(Polygon(vertices, closed=True))\n", " else:\n", " midpoints = [(vertices[i] + vertices[(i + 1) % 3]) / 2 for i in range(3)]\n", " sierpinski_triangle(ax, np.array([vertices[0], midpoints[0], midpoints[2]]), depth-1, patches)\n", " sierpinski_triangle(ax, np.array([vertices[1], midpoints[1], midpoints[0]]), depth-1, patches)\n", " sierpinski_triangle(ax, np.array([vertices[2], midpoints[2], midpoints[1]]), depth-1, patches)\n", "\n", "fig, ax = plt.subplots(figsize=(8, 7))\n", "vertices = np.array([[0, 0], [1, 0], [0.5, np.sqrt(3)/2]])\n", "patches = []\n", "sierpinski_triangle(ax, vertices, 6, patches)\n", "collection = PatchCollection(patches, facecolor='darkblue', edgecolor='black', linewidth=0.2)\n", "ax.add_collection(collection)\n", "ax.set_xlim(-0.1, 1.1)\n", "ax.set_ylim(-0.1, 1)\n", "ax.set_aspect('equal')\n", "ax.set_title(f'Sierpinski Triangle (D ≈ {np.log(3)/np.log(2):.3f})', fontsize=14)\n", "ax.axis('off')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "3d-section", "metadata": {}, "source": [ "## 3D Fractals: Menger Sponge\n", "\n", "The Menger sponge (1926) is the 3D analog of the Sierpinski carpet.\n", "\n", "**Dimension:** $D = \\frac{\\log 20}{\\log 3} \\approx 2.727$\n", "\n", "See [3_dimensionality.ipynb](3_dimensionality.ipynb) for 3D visualization." ] }, { "cell_type": "code", "execution_count": 4, "id": "menger-sponge", "metadata": { "execution": { "iopub.execute_input": "2026-10-25T01:41:15.495365Z", "iopub.status.busy": "2026-10-25T01:41:15.495304Z", "iopub.status.idle": "2026-10-25T01:41:15.717104Z", "shell.execute_reply": "2026-10-25T01:41:15.716325Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from mpl_toolkits.mplot3d.art3d import Poly3DCollection\n", "\n", "def menger_cubes(x, y, z, size, depth):\n", " \"\"\"Generate Menger sponge cube positions.\"\"\"\n", " if depth == 0:\n", " return [(x, y, z, size)]\n", " new_size = size / 3\n", " cubes = []\n", " for dx in range(3):\n", " for dy in range(3):\n", " for dz in range(3):\n", " if (dx == 1) + (dy == 1) + (dz == 1) >= 2:\n", " continue\n", " cubes.extend(menger_cubes(x + dx*new_size, y + dy*new_size, z + dz*new_size, new_size, depth-1))\n", " return cubes\n", "\n", "def draw_cube(ax, x, y, z, size):\n", " v = np.array([[x, y, z], [x+size, y, z], [x+size, y+size, z], [x, y+size, z],\n", " [x, y, z+size], [x+size, y, z+size], [x+size, y+size, z+size], [x, y+size, z+size]])\n", " faces = [[v[0],v[1],v[2],v[3]], [v[4],v[5],v[6],v[7]], [v[0],v[1],v[5],v[4]], \n", " [v[2],v[3],v[7],v[6]], [v[1],v[2],v[6],v[5]], [v[0],v[3],v[7],v[4]]]\n", " ax.add_collection3d(Poly3DCollection(faces, facecolors='steelblue', linewidths=0.1, edgecolors='black', alpha=0.8))\n", "\n", "fig = plt.figure(figsize=(10, 8))\n", "ax = fig.add_subplot(111, projection='3d')\n", "for x, y, z, size in menger_cubes(0, 0, 0, 1, 2):\n", " draw_cube(ax, x, y, z, size)\n", "ax.set_xlim(0, 1); ax.set_ylim(0, 1); ax.set_zlim(0, 1)\n", "ax.set_title(f'Menger Sponge (D ≈ {np.log(20)/np.log(3):.3f})', fontsize=14)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "fbm-section", "metadata": {}, "source": [ "## Self-Affine Fractals: Fractional Brownian Motion\n", "\n", "Fractional Brownian motion (fBm) is parameterized by the Hurst exponent $H$:\n", "- $H < 0.5$: Anti-persistent (mean-reverting)\n", "- $H = 0.5$: Standard Brownian motion\n", "- $H > 0.5$: Persistent (trending)\n", "\n", "**Dimension:** $D = 2 - H$\n", "\n", "See [2_mathematics.ipynb](2_mathematics.ipynb) for Hurst exponent estimation and [3_dimensionality.ipynb](3_dimensionality.ipynb) for detailed analysis." ] }, { "cell_type": "code", "execution_count": 5, "id": "fbm", "metadata": { "execution": { "iopub.execute_input": "2026-10-25T01:41:15.719313Z", "iopub.status.busy": "2026-10-25T01:41:15.719208Z", "iopub.status.idle": "2026-10-25T01:41:15.871874Z", "shell.execute_reply": "2026-10-25T01:41:15.871112Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def generate_fbm(n, H, seed=42):\n", " \"\"\"Generate fractional Brownian motion.\"\"\"\n", " np.random.seed(seed)\n", " freqs = np.fft.rfftfreq(n)\n", " freqs[0] = 1e-10\n", " spectrum = 1.0 / np.abs(freqs) ** ((2*H + 1) / 2)\n", " spectrum[0] = 0\n", " phases = np.exp(2j * np.pi * np.random.rand(len(freqs)))\n", " return np.cumsum(np.fft.irfft(spectrum * phases, n))\n", "\n", "fig, axes = plt.subplots(1, 3, figsize=(15, 4))\n", "for i, H in enumerate([0.2, 0.5, 0.8]):\n", " fbm = generate_fbm(2000, H)\n", " axes[i].plot(fbm, 'b-', lw=0.7)\n", " behavior = 'Anti-persistent' if H < 0.5 else ('Persistent' if H > 0.5 else 'Random Walk')\n", " axes[i].set_title(f'H = {H} ({behavior})\\nD = {2-H:.2f}', fontsize=11)\n", " axes[i].grid(True, alpha=0.3)\n", "fig.suptitle('Fractional Brownian Motion', fontsize=14)\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "dimension-table", "metadata": {}, "source": [ "## Fractal Dimension Reference\n", "\n", "| Fractal | N copies | Scale r | Dimension D |\n", "|---------|----------|---------|-------------|\n", "| Cantor Set | 2 | 1/3 | 0.631 |\n", "| Koch Curve | 4 | 1/3 | 1.262 |\n", "| Sierpinski Triangle | 3 | 1/2 | 1.585 |\n", "| Sierpinski Carpet | 8 | 1/3 | 1.893 |\n", "| Menger Sponge | 20 | 1/3 | 2.727 |\n", "\n", "**Formula:** $D = \\frac{\\log N}{\\log(1/r)}$" ] }, { "cell_type": "code", "execution_count": 6, "id": "dimension-calc", "metadata": { "execution": { "iopub.execute_input": "2026-10-25T01:41:15.873713Z", "iopub.status.busy": "2026-10-25T01:41:15.873555Z", "iopub.status.idle": "2026-10-25T01:41:15.877679Z", "shell.execute_reply": "2026-10-25T01:41:15.876439Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Self-Similar Fractal Dimensions\n", "==================================================\n", "Cantor Set D = log(2)/log(3) = 0.6309\n", "Koch Curve D = log(4)/log(3) = 1.2619\n", "Sierpinski Triangle D = log(3)/log(2) = 1.5850\n", "Sierpinski Carpet D = log(8)/log(3) = 1.8928\n", "Menger Sponge D = log(20)/log(3) = 2.7268\n" ] } ], "source": [ "print(\"Self-Similar Fractal Dimensions\")\n", "print(\"=\" * 50)\n", "fractals = [\n", " (\"Cantor Set\", 2, 3),\n", " (\"Koch Curve\", 4, 3),\n", " (\"Sierpinski Triangle\", 3, 2),\n", " (\"Sierpinski Carpet\", 8, 3),\n", " (\"Menger Sponge\", 20, 3),\n", "]\n", "for name, N, inv_r in fractals:\n", " D = np.log(N) / np.log(inv_r)\n", " print(f\"{name:<22} D = log({N})/log({inv_r}) = {D:.4f}\")" ] }, { "cell_type": "markdown", "id": "next-steps", "metadata": {}, "source": [ "## Next Steps\n", "\n", "For deeper exploration:\n", "\n", "1. **[1_history.ipynb](1_history.ipynb)** - Historical development: Cantor, Koch, Sierpinski, Julia, Mandelbrot, Weierstrass function\n", "\n", "2. **[2_mathematics.ipynb](2_mathematics.ipynb)** - Measurement methods: box-counting, differential box-counting, power law analysis, Hurst exponent, lacunarity\n", "\n", "3. **[3_dimensionality.ipynb](3_dimensionality.ipynb)** - Examples across dimensions: 1D (pink noise, fBm), 2D (Mandelbrot/Julia, fBs), 3D (Menger, DLA), 4D (growth dynamics)\n", "\n", "---\n", "\n", "**Related sections:**\n", "- `biological-geometry/` - Branching architectures, vascular networks, L-systems\n", "- `metabolic-scaling/` - West-Brown-Enquist theory, allometric scaling" ] } ], "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": "3.11.16" } }, "nbformat": 4, "nbformat_minor": 5 }