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Nonlinear Optimization I

Nonlinear Optimization I

Author

Oliver Stein

Genre

Vorlesung

Description

Lectures on unconstrained nonlinear optimization at Karlsruhe Institute of Technology

Subject area

Economics

License

KITopen Licence

Note

You can subscribe to the contributions of this series as a podcast.

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Episodes 1-32 of 32
Nonlinear Optimization I, Section 2.2.10 (Trust region methods)
Nonlinear Optimization I, Section 2.2.10 (Trust region methods)
Nonlinear Optimization I, Section 2.2.09 (Conjugate gradient methods)
Nonlinear Optimization I, Section 2.2.09 (Conjugate gradient methods)
Nonlinear Optimization I, Section 2.2.08 (Conjugate directions)
Nonlinear Optimization I, Section 2.2.08 (Conjugate directions)
Nonlinear Optimization I, Section 2.2.07 (Quasi-Newton methods)
Nonlinear Optimization I, Section 2.2.07 (Quasi-Newton methods)
Nonlinear Optimization I, Section 2.2.06 (Superlinear convergence)
Nonlinear Optimization I, Section 2.2.06 (Superlinear convergence)
Nonlinear Optimization I, Section 2.2.05 - bonus track on Newton's method
Nonlinear Optimization I, Section 2.2.05 - bonus track on Newton's method
Nonlinear Optimization I, Section 2.2.05 (Newton's methods with and without damping; edit)
Nonlinear Optimization I, Section 2.2.05 (Newton's methods with and without damping; edit)
Nonlinear Optimization I, Section 2.2.04 (Variable metric methods), part 3
Nonlinear Optimization I, Section 2.2.04 (Variable metric methods), part 3
Nonlinear Optimization I, Section 2.2.04 (Variable metric methods), part 2
Nonlinear Optimization I, Section 2.2.04 (Variable metric methods), part 2
Nonlinear Optimization I, Section 2.2.04 (Variable metric methods), part 1
Nonlinear Optimization I, Section 2.2.04 (Variable metric methods), part 1
Nonlinear Optimization I, Section 2.2.03 (Gradient method), part 2
Nonlinear Optimization I, Section 2.2.03 (Gradient method), part 2
Nonlinear Optimization I, Section 2.2.03 (Gradient method), part 1
Nonlinear Optimization I, Section 2.2.03 (Gradient method), part 1
Nonlinear Optimization I, Section 2.2.02 (Step size control), part 2
Nonlinear Optimization I, Section 2.2.02 (Step size control), part 2
Nonlinear Optimization I, Section 2.2.02 (Step size control), part 1
Nonlinear Optimization I, Section 2.2.02 (Step size control), part 1
Nonlinear Optimization I, Section 2.2.01 (Descent methods), part 3
Nonlinear Optimization I, Section 2.2.01 (Descent methods), part 3
Nonlinear Optimization I, Section 2.2.01 (Descent methods), part 2
Nonlinear Optimization I, Section 2.2.01 (Descent methods), part 2
Nonlinear Optimization I, Section 2.2.01 (Descent methods), part 1
Nonlinear Optimization I, Section 2.2.01 (Descent methods), part 1
Nonlinear Optimization I, Section 2.1.5 (Convex optimization problems)
Nonlinear Optimization I, Section 2.1.5 (Convex optimization problems)
Nonlinear Optimization I, Section 2.1.4 (Second order optimality conditions), part 3
Nonlinear Optimization I, Section 2.1.4 (Second order optimality conditions), part 3
Nonlinear Optimization I, Section 2.1.4 (Second order optimality conditions), part 2 (edit)
Nonlinear Optimization I, Section 2.1.4 (Second order optimality conditions), part 2 (edit)
Nonlinear Optimization I, Section 2.1.4 (Second order optimality conditions), part 1
Nonlinear Optimization I, Section 2.1.4 (Second order optimality conditions), part 1
Nonlinear Optimization I, Section 2.1.4 - bonus track on eigenvalues
Nonlinear Optimization I, Section 2.1.4 - bonus track on eigenvalues
Nonlinear Optimization I, Section 2.1.3 (Geometric properties of gradients)
Nonlinear Optimization I, Section 2.1.3 (Geometric properties of gradients)
Nonlinear Optimization I, Section 2.1.2 - bonus track on scalar products
Nonlinear Optimization I, Section 2.1.2 - bonus track on scalar products
Nonlinear Optimization I, Section 2.1.2 (First order optimality condition), part 2
Nonlinear Optimization I, Section 2.1.2 (First order optimality condition), part 2
Nonlinear Optimization I, Section 2.1.2 (First order optimality condition), part 1
Nonlinear Optimization I, Section 2.1.2 (First order optimality condition), part 1
Nonlinear Optimization I, Section 2.1.1 (Descent directions)
Nonlinear Optimization I, Section 2.1.1 (Descent directions)
Nonlinear Optimization I, Section 1.2 (Solvability), part 2
Nonlinear Optimization I, Section 1.2 (Solvability), part 2
Nonlinear Optimization I, Section 1.2 (Solvability), part 1
Nonlinear Optimization I, Section 1.2 (Solvability), part 1
Nonlinear Optimization I, Section 1.1 (Examples and notions), part 2
Nonlinear Optimization I, Section 1.1 (Examples and notions), part 2
Nonlinear Optimization I, Section 1.1 (Examples and notions), part 1
Nonlinear Optimization I, Section 1.1 (Examples and notions), part 1
Nonlinear Optimization I, Introduction
Nonlinear Optimization I, Introduction