Examples for the mathematical optimization chapter¶

../../../_images/sphx_glr_plot_noisy_thumb.png

Noisy optimization problem

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Smooth vs non-smooth

../../../_images/sphx_glr_plot_curve_fitting_thumb.png

../../../_images/sphx_glr_plot_convex_thumb.png

Convex function

../../../_images/sphx_glr_plot_exercise_flat_minimum_thumb.png

Finding a minimum in a flat neighborhood

../../../_images/sphx_glr_plot_non_bounds_constraints_thumb.png

Optimization with constraints

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Brent’s method

../../../_images/sphx_glr_plot_constraints_thumb.png

Constraint optimization: visualizing the geometry

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Plotting the comparison of optimizers

../../../_images/sphx_glr_plot_exercise_ill_conditioned_thumb.png

Alternating optimization

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Gradient descent

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