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loaded in screen.css aad-20220314--> Skip to Bulletin Content Skip to Bulletin Navigation AZ Index Bulletin Home Institution Home Washington University in St.Louis Send Page to Printer Download / Print Options Toggle menu Search Bulletin Submit search --> About Washington University Programs of Study Undergraduate Graduate &&＃8203; Professional About This Bulletin Search Results Search Results 2023-24 Bulletin About Washington University Programs of Study Undergraduate Graduate &​ Professional About This Bulletin Bulletin Submit search --> Search Send Page to Printer Download / Print Options Search Results Bulletin›Search Results›Search Results Change Edition 2023-24 (1 result) 2022-23 (1 result) 2020-21 (1 result) 2019-20 (3 results) 2018-19 (1 result) 2017-18 (3 results) 2016-17 (3 results) 2015-16 (0 results) 2014-15 (0 results) 2013-14 (0 results) 2012-13 (0 results) 2011-12 (0 results) Go E35 ESE 415 Optimization This course gives a rigorous and comprehensive introduction of fundamentals of nonlinear optimization theory and computational methods. Topics include unconstrained and constrained optimization, quadratic and convex optimization, numerical optimization methods, optimality conditions, and duality theory. Algorithmic methods include Steepest Descent, Newton's method, Conjugate Gradient methods as well as exact and inexact line search procedures for unconstrained optimization. Constrained optimization methods include penalty and multiplier methods. Applications range from engineering and physics to economics. Moreover, generalized programming, interior point methods, and semi-definite programming will be discussed if time permits. Prerequisites: CSE 131, Math 309 and ESE 318 or permission of instructor.Credit 3 units. EN: BME T, TU View Sections Contact Info About Washington University Programs of Study Undergraduate Graduate &&＃8203; Professional About This Bulletin Search Results Search Results Office of the University Registrar Washington University in St. Louis Women's Building, Suite 10 One Brookings Drive, MSC 1143-0156-0B St. Louis, MO 63130-4899 314-935-5959 | fax: 314-935-4268 [email protected] https://registrar.wustl.edu Email the Bulletin editor Additional Resources Admissions Course Listings Financial Aid Bulletin A-Z Index Site Map facebook twitter instagram youtube flickr --> Snapchat TikTok © 2023 Washington University in St. Louis Close this window Print Options Back to top