Optimization in Python
Optimization in Python
Hans-Petter Halvorsen
Free Textbook with lots of Practical Examples
Additional Python Resources
Contents
? Optimization
? Find minimum (or maximum) of a given function
? Curve Fitting, where you find an "optimal" Model based on a given Data Set, i.e., You find the model parameters for a selected model that best fits the data set
? The SciPy Library
? Lots of Python Examples
Optimization
Optimization is based on finding the minimum of a given function
We find the Minimum
()
(or Maximum) where
() the derivative is zero
() =0
Minimum
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