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Course Catalog
IE 509 Nonlinear Programming
3 Credits
Review on linear algebra and analysis, convex sets and
functions, quadratic programming, descent algorithm, line
search, conjugate directions, Newton's method, optimization
of nondifferentiable functions, necessary and sufficient
conditions for constrained optimization problems, duality
theory, penalty and barrier methods, Kuhn-Tucker methods,
introduction to semi-infinite and semidefinite optimization,
applications.
Last Offered Terms
Course Name
SU Credit
Fall 2022-2023
Nonlinear Programming
3
Spring 2020-2021
Nonlinear Programming
3
Fall 2017-2018
Nonlinear Programming
3
Spring 2014-2015
Nonlinear Programming
3
Spring 2012-2013
Nonlinear Programming
3
Fall 2011-2012
Nonlinear Programming
3
Fall 2009-2010
Nonlinear Programming
3
Fall 2007-2008
Nonlinear Programming
3
Fall 2005-2006
Nonlinear Programming
3
Prerequisite: __
Corequisite: __
ECTS Credit: 10 ECTS (10 ECTS for students admitted before 2013-14 Academic Year)
General Requirements:
| IE 509 Nonlinear Programming | 3 Credits | ||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Review on linear algebra and analysis, convex sets and functions, quadratic programming, descent algorithm, line search, conjugate directions, Newton's method, optimization of nondifferentiable functions, necessary and sufficient conditions for constrained optimization problems, duality theory, penalty and barrier methods, Kuhn-Tucker methods, introduction to semi-infinite and semidefinite optimization, applications. | |||||||||||||||||||||||||||||||
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| Prerequisite: __ | |||||||||||||||||||||||||||||||
| Corequisite: __ | |||||||||||||||||||||||||||||||
| ECTS Credit: 10 ECTS (10 ECTS for students admitted before 2013-14 Academic Year) | |||||||||||||||||||||||||||||||
| General Requirements: | |||||||||||||||||||||||||||||||