E-Book, Englisch, Band 37, 208 Seiten, eBook
Hendrix / G.-Tóth Introduction to Nonlinear and Global Optimization
Erscheinungsjahr 2010
ISBN: 978-0-387-88670-1
Verlag: Springer US
Format: PDF
Kopierschutz: 1 - PDF Watermark
E-Book, Englisch, Band 37, 208 Seiten, eBook
Reihe: Springer Optimization and Its Applications
ISBN: 978-0-387-88670-1
Verlag: Springer US
Format: PDF
Kopierschutz: 1 - PDF Watermark
Nonlinear Optimization is an intriguing area of study where mathematical theory, algorithms and applications converge to calculate the optimal values of continuous functions. Within this subject, Global Optimization aims at finding global optima for difficult problems in which many local optima might exist.
This book provides a compelling introduction to global and non-linear optimization providing interdisciplinary readers with a strong background to continue their studies into these and other related fields. The book offers insight in relevant concepts such as "region of attraction" and "Branch-and-Bound" by elaborating small numerical examples and exercises for the reader to follow.
Zielgruppe
Graduate
Autoren/Hrsg.
Weitere Infos & Material
Mathematical modeling, cases.- NLP optimality conditions.- Goodness of optimization algorithms.- Nonlinear Programming algorithms.- Deterministic GO algorithms.- Stochastic GO algorithms.
