CSCI 6595 - Computational Methods in Nonlinear Programming

Institution:

University of Colorado Denver

Subject:

Computer Science

Description:

Introduces fundamental algorithms and theory for nonlinear optimization problems. Topics include Newton, quasi-Newton and conjugate directional methods; line search and trust-region methods; active set, penalty and barrier methods for constrained optimization; convergence analysis and duality theory. Prereq: MATH 4320, MATH 5718.

Credits:

3.00

Credit Hours:

Prerequisites:

Corequisites:

Exclusions:

Level:

Instructional Type:

Lecture

Notes:

Additional Information:

Historical Version(s):

Institution Website:

www.ucdenver.edu/

Phone Number:

(303) 556-5600

Regional Accreditation:

North Central Association of Colleges and Schools

Calendar System:

Semester

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