ME4434

Metamodeling and Optimization Methods in Design

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. Cross-listed with ISE 4434, ISE 5434, SYS 5434.Additional Requirement(s): Major standing

ISE4434, ISE5434, SYS5434

School of Egr. and Comp. Sci.