Examples for the mathematical optimization chapter

Noisy optimization problem

Noisy optimization problem

Smooth vs non-smooth

Smooth vs non-smooth

Curve fitting

Curve fitting

Convex function

Convex function

Finding a minimum in a flat neighborhood

Finding a minimum in a flat neighborhood

Optimization with constraints

Optimization with constraints

Brent’s method

Brent's method

Constraint optimization: visualizing the geometry

Constraint optimization: visualizing the geometry

Alternating optimization

Alternating optimization

Plotting the comparison of optimizers

Plotting the comparison of optimizers

Gradient descent

Gradient descent

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