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Introduction to Nonlinear and Global Optimization
Langbeschreibung
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.
Hauptbeschreibung
Can serve as both a graduate and undergraduate text in courses focusing on numerical optimization methods
Inhaltsverzeichnis
Mathematical modeling, cases.- NLP optimality conditions.- Goodness of optimization algorithms.- Nonlinear Programming algorithms.- Deterministic GO algorithms.- Stochastic GO algorithms.
ISBN-13:
9780387886695
Veröffentl:
2010
Erscheinungsdatum:
12.04.2010
Seiten:
220
Autor:
Boglárka G. -Tóth
Gewicht:
541 g
Format:
241x160x20 mm
Serie:
37, Springer Optimization and Its Applications
Sprache:
Englisch