ΠΑΝΕΠΙΣΤΗΜΙΟ ΙΩΑΝΝΙΝΩΝ - ΤΜΗΜΑ ΠΛΗΡΟΦΟΡΙΚΗΣ SITE MAP | uoi ΕΛΛΗΝΙΚΑ | uoi ENGLISH
Optimization

(Undergraduate Course)

 

INSTRUCTOR:
COURSE_ID:
MYE008
WEEKLY HOURS:
3, 2, 0
SEMESTER:
-
COURSE UNITS:
4
ECTS CREDITS:
5.00
YEAR 2018/2019:
YES
PREREQUISITE:
-
DESCRIPTION:
Introduction. Optimality Conditions. Algorithms and convergence. One dimensional optimization. Quadric models. Newton and Quasi Newton Methods. Conjugate gradient Methods. Systems of non-linear equations. Methods for sum-of Squares forms. Constrained optimization. Karush-Kuhn-Tucker optimality conditions. Penalty and barrier function methods. Lagrange multipliers and augmented Lagrangians. Software for solving optimization problems. Optimization with simple bound constraints on the variables.
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©2010 DEPARTMENT OF style="font-size: 0.1px;">COMPUTER SCIENCE style="font-size: 0.1px;">& ENGINEERING style="font-size: 0.1px;">UNIVERSITY style="font-size: 0.1px;">OF style="font-size: 0.1px;">IOANNINA