skip to main content
notebook summary
cells
16 total
9 code
state
executed in order
kernel
Python [conda env:p311] *
language
python
name
conda-env-p311-py
lines of code
29
outputs
5
table of contents
{"kernelspec": {"display_name": "Python [conda env:p311] *", "language": "python", "name": "conda-env-p311-py"}, "language_info": {"codemirror_mode": {"name": "ipython", "version": 3}, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.3"}, "widgets": {"application/vnd.jupyter.widget-state+json": {"state": {"069a783efefb46c5989cbe91aadc6217": {"model_module": "@jupyter-widgets/controls", "model_module_version": "2.0.0", "model_name": "VBoxModel", "state": {"_dom_classes": ["widget-interact"], "children": ["IPY_MODEL_af182cb96dcc46e4bd8864efbb4af685", "IPY_MODEL_9c604e6de2144133ae8e83f47cbe61cf", "IPY_MODEL_ecd943f31fc240b0bfbe86a8419cdde8", "IPY_MODEL_7a5a265ab590404a8c579d35051cfb5a"], "layout": "IPY_MODEL_a12816490d1d4d1e9230029caa808159"}}, "144785a47e65481f8b78aedce49af239": {"model_module": "@jupyter-widgets/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "7a5a265ab590404a8c579d35051cfb5a": {"model_module": "@jupyter-widgets/output", "model_module_version": "1.0.0", "model_name": "OutputModel", "state": {"layout": "IPY_MODEL_92ae5f47e74d403e872c604650536f4b", "outputs": [{"data": {"image/png": "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", "text/plain": "<Figure size 640x480 with 1 Axes>"}, "metadata": {}, "output_type": "display_data"}]}}, "92ae5f47e74d403e872c604650536f4b": {"model_module": "@jupyter-widgets/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "988093cf872a4e4b9d43d3298d45b765": {"model_module": "@jupyter-widgets/controls", "model_module_version": "2.0.0", "model_name": "SliderStyleModel", "state": {"description_width": ""}}, "98900d8c442b46b09a4fb901c3c2def7": {"model_module": "@jupyter-widgets/controls", "model_module_version": "2.0.0", "model_name": "SliderStyleModel", "state": {"description_width": ""}}, "9c604e6de2144133ae8e83f47cbe61cf": {"model_module": "@jupyter-widgets/controls", "model_module_version": "2.0.0", "model_name": "FloatSliderModel", "state": {"behavior": "drag-tap", "description": "beta", "layout": "IPY_MODEL_d47145587afd4b5f8c1ee188a0d5086a", "max": 8, "min": -2.6666666666666665, "step": 0.1, "style": "IPY_MODEL_988093cf872a4e4b9d43d3298d45b765", "value": 2.6333333333333333}}, "a12816490d1d4d1e9230029caa808159": {"model_module": "@jupyter-widgets/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "af182cb96dcc46e4bd8864efbb4af685": {"model_module": "@jupyter-widgets/controls", "model_module_version": "2.0.0", "model_name": "FloatSliderModel", "state": {"behavior": "drag-tap", "description": "sigma", "layout": "IPY_MODEL_e5fa6f2f52074fbf8c6622ac029a0be5", "max": 50, "step": 0.1, "style": "IPY_MODEL_be00f36f393f4ad285e59f6fa3ce81e2", "value": 10}}, "be00f36f393f4ad285e59f6fa3ce81e2": {"model_module": "@jupyter-widgets/controls", "model_module_version": "2.0.0", "model_name": "SliderStyleModel", "state": {"description_width": ""}}, "d47145587afd4b5f8c1ee188a0d5086a": {"model_module": "@jupyter-widgets/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "e5fa6f2f52074fbf8c6622ac029a0be5": {"model_module": "@jupyter-widgets/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "ecd943f31fc240b0bfbe86a8419cdde8": {"model_module": "@jupyter-widgets/controls", "model_module_version": "2.0.0", "model_name": "FloatSliderModel", "state": {"behavior": "drag-tap", "description": "rho", "layout": "IPY_MODEL_144785a47e65481f8b78aedce49af239", "max": 50, "step": 0.1, "style": "IPY_MODEL_98900d8c442b46b09a4fb901c3c2def7", "value": 28}}}, "version_major": 2, "version_minor": 0}}}
notebook toolbar
]
cell ordering
1

The Lorenz Differential Equations

2

Before we start, we import some preliminary libraries. We will also import (below) the accompanying lorenz.py file, which contains the actual solver and plotting routine.

3
%matplotlib inline
from ipywidgets import interactive, fixed
4

We explore the Lorenz system of differential equations:

$$ \begin{aligned} \dot{x} & = \sigma(y-x) \\ \dot{y} & = \rho x - y - xz \\ \dot{z} & = -\beta z + xy \end{aligned} $$

Let's change ($\sigma$, $\beta$, $\rho$) with ipywidgets and examine the trajectories.

5
from lorenz import solve_lorenz
w=interactive(solve_lorenz,sigma=(0.0,50.0),rho=(0.0,50.0))
w
1 outputs.
Out 2
6

For the default set of parameters, we see the trajectories swirling around two points, called attractors.

7

The object returned by interactive is a Widget object and it has attributes that contain the current result and arguments:

8
t, x_t = w.result
9
w.kwargs
1 outputs.
Out 4
{'sigma': 10.0, 'beta': 2.6666666666666665, 'rho': 28.0}
10

After interacting with the system, we can take the result and perform further computations. In this case, we compute the average positions in $x$, $y$ and $z$.

11
xyz_avg = x_t.mean(axis=1)
12
xyz_avg.shape
1 outputs.
Out 6
(30, 3)
13

Creating histograms of the average positions (across different trajectories) show that, on average, the trajectories swirl about the attractors.

14
from matplotlib import pyplot as plt
15
plt.hist(xyz_avg[:,0])
plt.title('Average $x(t)$');
1 outputs.
Out 8
No description has been provided for this image
16
plt.hist(xyz_avg[:,1])
plt.title('Average $y(t)$');
1 outputs.
Out 9
No description has been provided for this image