Stefan Schäffler: Global Optimization | Buch

Cover: 9781461439264 | Global Optimization | A Stochastic Approach | Stefan Schäffler | Buch

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Sprache: Englisch

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Beschreibung

This self-contained monograph presents a new stochastic approach to global optimization problems arising in a variety of disciplines including mathematics, operations research, engineering, and economics. The volume deals with constrained and unconstrained problems and puts a special emphasis on large scale problems. It also introduces a new unified concept for unconstrained, constrained, vector, and stochastic global optimization problems. All methods presented are illustrated by various examples. Practical numerical algorithms are given and analyzed in detail.

The topics presented include the randomized curve of steepest descent, the randomized curve of dominated points, the semi-implicit Euler method, the penalty approach, and active set strategies. The optimal decoding of block codes in digital communications is worked out as a case study and shows the potential and high practical relevance of this new approach.

Global Optimization: A Stochastic Approach is an elegant account of a refined theory, suitable for researchers and graduate students interested in global optimization and its applications.

Zusammenfassung

Presents a stochastic approach to the dynamic research field of global optimization

Covers relevant prerequisites from differential geometry and probability theory

Reinforces theory through the necessary motivation and numerical results

Includes supplementary material: [...]

Inhaltsverzeichnis

Preface.- Introduction.- Preliminaries.- The Approach.- Theoretical Results.- The Algorithm.- Numerical Results.- References.- Index.

Details

Erscheinungsjahr:	2012
Fachbereich:	Allgemeines
Genre:	Mathematik
Rubrik:	Naturwissenschaften & Technik
Medium:	Buch
Reihe:	Springer Series in Operations Research and Financial Engineering
Inhalt:	xvi 148 S. 58 s/w Illustr.
ISBN-13:	9781461439264
ISBN-10:	1461439264
Sprache:	Englisch
Herstellernummer:	12328093
Ausstattung / Beilage:	HC gerader Rücken kaschiert
Einband:	Gebunden
Autor:	Schäffler, Stefan
Hersteller:	Springer US Springer New York Springer US, New York, N.Y. Springer Series in Operations Research and Financial Engineering
Maße:	241 x 160 x 13 mm
Von/Mit:	Stefan Schäffler
Erscheinungsdatum:	26.06.2012
Gewicht:	0,418 kg

Artikel-ID: 106585431