Dec 01, 2021  
2020-2021 Undergraduate Calendar 
    
2020-2021 Undergraduate Calendar [ARCHIVED CATALOG]

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MTHE 434 Optimization Theory with Applications to Machine Learning W | 3.5


Lecture: 3
Lab: 0
Tutorial: 0.5
Theory of convex sets and functions; separation theorems; primal-dual properties; geometric treatment of optimization problems; algorithmic procedures for solving constrained optimization programs; applications of optimization theory to machine learning.

Academic Units:
Mathematics 15
Natural Sciences 0
Complementary Studies 0
Engineering Science 15
Engineering Design 12

PREREQUISITE(S): MTHE 281   (MATH 281), MTHE 212  (MATH 212), or permission of the instructor



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