Introduction to Methods for Nonlinear Optimization Grippo Luigi
Introduction to Methods for Nonlinear Optimization Grippo Luigi This book has two main objectives:to provide a concise introduction to nonlinear optimization methods, which can be used as a textbook…
Specifikacia Introduction to Methods for Nonlinear Optimization Grippo Luigi
Introduction to Methods for Nonlinear Optimization Grippo Luigi
This book has two main objectives:to provide a concise introduction to nonlinear optimization methods, which can be used as a textbook at a graduate or upper undergraduate level;to collect and organize selected important topics on optimization algorithms, not easily found in textbooks, which can provide material for advanced courses or can serve as a reference text for self-study and research.The basic material on unconstrained and constrained optimization is organized into two blocks of chapters:basic theory and optimality conditionsunconstrained and constrained algorithms.These topics are treated in short chapters that contain the most important results in theory and algorithms, in a way that, in the authors' experience, is suitable for introductory courses.A third block of chapters addresses methods that are of increasing interest for
Nonlinear Optimization
Stochastic Optimization Methods