Lecture

Nonlinear Optimization

In course

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Description

This lecture covers topics such as line search, Newton's method, BFGS, conjugate gradient, quadratic core, Hestenes Stiefel method, conjugate gradient method, and the convergence of CG. The instructor explains the optimization algorithms and their applications in detail.

Instructor

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Official source

https://mediaspace.epfl.ch/media/0_tbc6goec

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Ontological neighbourhood

Mathematics

Algebra: Linear algebra

Analysis: Numerical analysis

Computer engineering

Computer networks: Internet protocol suite, Local area networks

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