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37 changes: 36 additions & 1 deletion doc/manual/manual/ellipsoids/Ellipsoid_class.rst
Original file line number Diff line number Diff line change
Expand Up @@ -369,7 +369,42 @@ The function stability_analysis can compute a bassin of attraction for discrete

.. code-tab:: py

# TODO in the code
# pendulum example
h4 = AnalyticFunction([x], vec(x[0] + 0.5 * x[1], x[1] + 0.5 * (-x[1]-sin(x[0]))))
e13 = Ellipsoid(Vector.zero(2), Matrix.zero(2, 2))
e13_out = Ellipsoid(Vector.zero(2), Matrix.zero(2, 2))
alpha_max = 1

if stability_analysis(h4, alpha_max, e13, e13_out) == BoolInterval.TRUE:
print('\nStability analysis: the system is stable')
print('Ellipsoidal domain of attraction e13 (red):')
print(e13)
print('Outter enclosure e13_out of the Image of e13 by h4 (green):')
print(e13_out)
else:
print('\nStability analysis: the method is not able to conclude')

fig6 = Figure2D('Stability analysis - pendulum example', GraphicOutput.VIBES)
fig6.set_axes(axis(0, [-0.1, 0.1]), axis(1, [-0.1, 0.1]))
fig6.set_window_properties([1200, 600], [500, 500])
fig6.draw_ellipsoid(e13, [Color.red(), Color.red(0.3)])
fig6.draw_ellipsoid(e13_out, [Color.green(), Color.green(0.3)])

"""
Stability analysis: the system is stable
Ellipsoidal domain of attraction e13 (red):
Ellipsoid 2d:
mu=[ 0 ; 0 ]
G=
[[ 0.0530036 , -0.0162022 ]
[ -0.0162022 , 0.0599475 ]]
Outter enclosure e13_out of the Image of e13 by h4 (green):
Ellipsoid 2d:
mu=[ 0 ; 2.4895e-17 ]
G=
[[ 0.0449538 , 0.0137872 ]
[ -0.0346424 , 0.0381184 ]]
"""


.. code-tab:: c++
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