Uni Tuebingen
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Übungen zur Vorlesung Numerical Optimization

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Lecture dates

The lecture takes place on each Friday from 12:00 to 14:00. First meeting is on 18th Oct 2024. Room number is C4H33.

Tutorial

Please register for the turorial in the URM. The tutorial takes place in room S07 on Thursday from 17:00. First tutorial is on 24th Oct 2024.

Registration

Course aim:

An introduction to numerical methods for solving optimization problems in science and engineering, focusing on continuous optimization and nonlinear programming. Applications: 1. Business: Resource allocation in logistics, investment, etc. 2. Science: Model estimation and fitting to measurement data, experiment design. 3. Engineering: Design and operation of technical systems such as bridges, cars, aircraft, digital devices, etc.

Course Structure:

1. Fundamental Concepts of Optimization 2. Unconstrained Optimization and Newton-Type Algorithms 3. Equality Constrained Optimization 4. Inequality Constrained Optimization

References:

References: 1. J. Nocedal and S.J. Wright, Numerical Optimization, Springer, 2nd edition, 2006. 2. S. Boyd and L. Vandenberghe, Convex Optimization, Cambridge University Press, 2004.

Schedule:

Schedule: Lecture: 2 hours/week, every Friday at 12:00 Tutorial: 1 hour/week, every Thursday at 17:00

Contact person

Dr. Abhishek Chaudary, email. chaudhary@na.uni-tuebingen.de

 


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