INTRODUCTION TO NONLINEAR OPTIMIZATION AND NEURAL NETWORKS

Catalog description

Optimization techniques in the context of problems with or without restrictions in industrial engineering. Multivariate search methods with or without derivatives. Description of artificial neural networks as a nonlinear optimization technique. Analysis and design of artificial neural networks, using supervised and unsupervised algorithms. Applications of nonlinear optimization and neural networks in the field of industrial engineering.