ISE 5434 - Metamodeling and Optimization Methods in Design

(4 credits)

Fundamentals of metamodeling and optimization with emphasis on practical design applications. Topics include design of experiments, Latin hypercube design, orthogonal arrays, metamodeling fundamentals, radial basis functions, Kriging, convex and non-convex sets, classification of optimization problems, gradient descent and Newton’s methods, KKT conditions, and genetic algorithms.ISE 4434, SYS 5434, ME 4434, ME 5434

Comments: Equivalent Course: ISE 5900- Metamodel & Opt Mthd in Des

Course revisions made after the Graduate Catalog publication date will be posted in the Graduate Catalog Addendum.