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Serie: Nonlinear Optimization I

Autor Stein, Oliver
Genre Vorlesung
Beschreibung Lectures on unconstrained nonlinear optimization at Karlsruhe Institute of Technology
Fachgebiete Wirtschaftswissenschaften (wirt) (DDC 330)
Reichweite Veröffentlichung nur im Campusnetz des KIT

Folgen 1 - 32

Nonlinear Optimization I, Section 2.2.10 (Trust region methods)
Nonlinear Optimization I, Section 2.2.09 (Conjugate gradient methods)
Nonlinear Optimization I, Section 2.2.08 (Conjugate directions)
Nonlinear Optimization I, Section 2.2.07 (Quasi-Newton methods)
Nonlinear Optimization I, Section 2.2.06 (Superlinear convergence)
Nonlinear Optimization I, Section 2.2.05 - 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 2.2.04 (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 1
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 2.2.02 (Step size control), part 2
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 2
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 2.1.4 (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 1
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 2.1.2 - 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 1
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 1
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, Introduction
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