1. A reminder of numerical optimization
One of the building blocks of CADD is numerical optimization. In this section, a general reminder of how to formulate an optimization problem is given, along with the associated notations. Various optimization algorithms are also described (gradient-based methods, population methods, etc.).
1.1 Formulating an optimization problem
A generic optimization problem can be formulated as follows:
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