Created
December 16, 2020 20:33
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#!/usr/bin/env python | |
import numpy as np | |
from scipy.integrate import odeint | |
import matplotlib.pyplot as plt | |
from mpl_toolkits import mplot3d | |
P = 10 | |
R = 28 | |
B = 8.0/3 | |
def model(input, t): | |
x = input[0] | |
y = input[1] | |
z = input[2] | |
dxdt = P * (y - x) | |
dydt = (R * x) - y - (x * z) | |
dzdt = (x * y) - (B*z) | |
return [dxdt, dydt, dzdt] | |
y0 = [1, 2, 3] | |
y1 = [1, 1, 3] | |
y2 = [1, 2, 1] | |
t = np.linspace(0, 20, 5000) | |
fig = plt.figure() | |
ax = plt.axes(projection='3d') | |
def plotODE(starting, t, ax, style): | |
result = odeint(model, starting, t) | |
ax.plot3D(result[:,0], result[:,1], result[:,2], style) | |
plotODE([1, 2, 3], t, ax, 'mediumblue') | |
plotODE([1, 1, 3], t, ax, 'red') | |
plotODE([1, 2, 1], t, ax, 'midnightblue') | |
plt.show() |
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