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Veranstaltungsreihe: Nonlinear Optimization (SS 16)

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01 - Nonlinear Optimization (SS 16)

Lecture 1: 1. Introduction 2. Minimization without Constrains

Dozent(In): Prof. Dr. Sven Oliver Krumke

Datum: 18.04.2016

Semester: SS16

Aufrufe: 103

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02 - Nonlinear Optimization (SS 16)

Lecture 2: 3. Descent Methods

Dozent(In): Prof. Dr. Sven Oliver Krumke

Datum: 20.04.2016

Semester: SS16

Aufrufe: 73

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03 - Nonlinear Optimization (SS 16)

Lecture 3: 3.2 Descent Methods in R^n

Dozent(In): Prof. Dr. Sven Oliver Krumke

Datum: 25.04.2016

Semester: SS16

Aufrufe: 91

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04 - Nonlinear Optimization (SS 16)

Lecture 4

Dozent(In): Prof. Dr. Sven Oliver Krumke

Datum: 25.04.2016

Semester: SS16

Aufrufe: 105

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05 - Nonlinear Optimization (SS 16)

Lecture 5: 3.3 Conjugate Gradient Methods (cg-methods)

Dozent(In): Prof. Dr. Sven Oliver Krumke

Datum: 02.05.2016

Semester: SS16

Aufrufe: 123

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06 - Nonlinear Optimization (SS 16)

Lecture 6

Dozent(In): M. Sc. Michael Hopf

Datum: 04.05.2016

Semester: SS16

Aufrufe: 32

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07 - Nonlinear Optimization (SS 16)

Lecture 7: 3.4 Trust-Region-Methods

Dozent(In): Prof. Dr. Sven Oliver Krumke

Datum: 09.05.2016

Semester: SS16

Aufrufe: 36

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08 - Nonlinear Optimization (SS 16)

Lecture 8

Dozent(In): Prof. Dr. Sven Oliver Krumke

Datum: 11.05.2016

Semester: SS16

Aufrufe: 22

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09 - Nonlinear Optimization (SS 16)

Lecture 9: 4. Newton Like Methods 4.1 Newton’s Method 4.2 Quasi-Newton-Methods

Dozent(In): Prof. Dr. Sven Oliver Krumke

Datum: 18.05.2016

Semester: SS16

Aufrufe: 20

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10 - Nonlinear Optimization (SS 16)

Lecture 10: 4.3 Quasi-Newton II: Minimization

Dozent(In): Prof. Dr. Sven Oliver Krumke

Datum: 23.05.2016

Semester: SS16

Aufrufe: 38

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11 - Nonlinear Optimization (SS 16)

Lecture 11: 5 Convexity and Separation Theories 5.1 Basics 5.2 The Relative Interior

Dozent(In): Prof. Dr. Sven Oliver Krumke

Datum: 25.05.2016

Semester: SS16

Aufrufe: 38

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12 - Nonlinear Optimization (SS 16)

Lecture 12: 5.3 Separation Theorems

Dozent(In): Prof. Dr. Sven Oliver Krumke

Datum: 30.05.2016

Semester: SS16

Aufrufe: 42

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13 - Nonlinear Optimization (SS 16)

Lecture 13: 5.4 Convex Functions (again) 6 Optimality Conditions for Convex Functions 6.1 Systems of Convex Functions Inequalities

Dozent(In): Prof. Dr. Sven Oliver Krumke

Datum: 01.06.2016

Semester: SS16

Aufrufe: 30

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14 - Nonlinear Optimization (SS 16)

Lecture 14: 6.2 The KKT-Theorem

Dozent(In): Prof. Dr. Sven Oliver Krumke

Datum: 06.06.2016

Semester: SS16

Aufrufe: 27

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15 - Nonlinear Optimization (SS 16)

Lecture 15: 7 Optimality Conditions for General Problems 7.1 An informal approach 7.2 The Theorem of Kuhn and Tucker

Dozent(In): Prof. Dr. Sven Oliver Krumke

Datum: 08.06.2016

Semester: SS16

Aufrufe: 45

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16 - Nonlinear Optimization (SS 16)

Lecture 16

Dozent(In): Prof. Dr. Sven Oliver Krumke

Datum: 13.06.2016

Semester: SS16

Aufrufe: 36

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17 - Nonlinear Optimization (SS 16)

Lecture 17: 7.3 Second Order Conditions

Dozent(In): Prof. Dr. Sven Oliver Krumke

Datum: 15.06.2016

Semester: SS16

Aufrufe: 30

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18 - Nonlinear Optimization (SS 16)

Lecture 18: 8. Penalty and Barrier Methods 8.1 Penalty Methods

Dozent(In): Prof. Dr. Sven Oliver Krumke

Datum: 20.06.2016

Semester: SS16

Aufrufe: 32

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19 - Nonlinear Optimization (SS 16)

Lecture 19: 8.2 Differentiable Exact Penalty Functions

Dozent(In): Prof. Dr. Sven Oliver Krumke

Datum: 22.06.2016

Semester: SS16

Aufrufe: 23

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20 - Nonlinear Optimization (SS 16)

Lecture 20

Dozent(In): Prof. Dr. Sven Oliver Krumke

Datum: 27.06.2016

Semester: SS16

Aufrufe: 28

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21 - Nonlinear Optimization (SS 16)

Lecture 21: 8.3 Barrier Methods 9 Sequential Quadratic Programming

Dozent(In): Prof. Dr. Sven Oliver Krumke

Datum: 29.06.2016

Semester: SS16

Aufrufe: 27

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22 - Nonlinear Optimization (SS 16)

Lecture 22: 9.1 The SQP-Method 9.2 Solving the subproblems 9.3 Quasi-Newton Updates 9.4 Convergence

Dozent(In): Prof. Dr. Sven Oliver Krumke

Datum: 04.07.2016

Semester: SS16

Aufrufe: 28

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23 - Nonlinear Optimization (SS 16)

Lecture 23: 10 Projection Methods

Dozent(In): Prof. Dr. Sven Oliver Krumke

Datum: 06.07.2016

Semester: SS16

Aufrufe: 35

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24 - Nonlinear Optimization (SS 16)

Lecture 24: 10.2 Convergence 10.3 Quadratic Functions 11 Semidefinite Programming 11.1 Basics

Dozent(In): Prof. Dr. Sven Oliver Krumke

Datum: 11.07.2016

Semester: SS16

Aufrufe: 28

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25 - Nonlinear Optimization (SS 16)

Lecture 25: 11.2 Semidefinite Programs 11.3 Max Cut Problem

Dozent(In): Prof. Dr. Sven Oliver Krumke

Datum: 13.07.2016

Semester: SS16

Aufrufe: 10

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26 - Nonlinear Optimization (SS 16)

Lecture 26: 11.4 The Central Path

Dozent(In): Prof. Dr. Sven Oliver Krumke

Datum: 18.07.2016

Semester: SS16

Aufrufe: 21

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27 - Nonlinear Optimization (SS 16)

Lecture 27

Dozent(In): Prof. Dr. Sven Oliver Krumke

Datum: 20.07.2016

Semester: SS16

Aufrufe: 23

 

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