Introduction to Nonlinear and Global Optimization - Eligius M.T. Hendrix, Boglárka G.-Tóth

Introduction to Nonlinear and Global Optimization

Buch | Softcover
208 Seiten
2012
Springer-Verlag New York Inc.
978-1-4614-2582-3 (ISBN)
53,49 inkl. MwSt
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.
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.

Mathematical modeling, cases.- NLP optimality conditions.- Goodness of optimization algorithms.- Nonlinear Programming algorithms.- Deterministic GO algorithms.- Stochastic GO algorithms.

Reihe/Serie Springer Optimization and Its Applications ; 37
Zusatzinfo XI, 208 p.
Verlagsort New York, NY
Sprache englisch
Maße 155 x 235 mm
Themenwelt Mathematik / Informatik Mathematik Analysis
Mathematik / Informatik Mathematik Angewandte Mathematik
Mathematik / Informatik Mathematik Finanz- / Wirtschaftsmathematik
Mathematik / Informatik Mathematik Geometrie / Topologie
Mathematik / Informatik Mathematik Wahrscheinlichkeit / Kombinatorik
Wirtschaft Betriebswirtschaft / Management
Schlagworte Global Optimization • Nonlinear Optimization • Optimality conditions • Optimization models
ISBN-10 1-4614-2582-4 / 1461425824
ISBN-13 978-1-4614-2582-3 / 9781461425823
Zustand Neuware
Haben Sie eine Frage zum Produkt?
Mehr entdecken
aus dem Bereich

von Tilo Arens; Frank Hettlich; Christian Karpfinger …

Buch | Hardcover (2022)
Springer Spektrum (Verlag)
79,99