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Sep 08, 2024
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University of Alberta Calendar 2022-2023 [ARCHIVED CATALOG]
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AUMAT 350 - Optimization Course Career Undergraduate Units 3 Approved Hours 3-0-0 Fee index 6 Faculty Augustana Faculty Department AU Science Typically Offered either term
Description Introduction to optimization (definition, notation and taxonomy); unconstrained optimization using gradient descent and stochastic gradient descent; linear programming: The Simplex Method; constrained optimization and Lagrange multipliers; convex optimization and quadratic programming. Prerequisites: AUSCI 250 and AUMAT 216.
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