TrustOpen Education Category · Discipline · Subject · Course

Course

CRS-0202-03-002Theory and Methods of Optimization

introductoryactive

Covers nonlinear optimization, gradient methods, and KKT conditions.

Theory and Methods of Optimization

introductoryactive

Also known as: Optimization Methods

Course nameTheory and Methods of Optimization
Course codeCRS-0202-03-002
Canonical IDurn:taxonomy:cip-aligned:course:0202-03-002
Levelintroductory
Statusactive
SubjectOptimization (SUB-0202-03)
DisciplineApplied Mathematics (DIS-0202)
CategoryMathematics and Physical Sciences (CAT-02)

Covers nonlinear optimization, gradient methods, and KKT conditions.

Credit hours

Min3
Max3
Typesemester

Contact hours

Lecture3
Lab0
Studio0
Clinical0
Practicum0

Learning outcomes

  • Apply gradient methods.
  • Use KKT conditions.
  • Solve nonlinear problems.

Topics

nonlineargradientKKTconvexityNewtonline search

Assessments

assignmentsexamsproject

Prerequisites

CRS-0202-03-001

Corequisites

None

Equivalent courses

None

Cross-listed courses

None

Delivery modes

in_persononlinehybrid

Languages

en
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