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Introduction to Optimization with Matlab Examples

Name: Introduction to Optimization with Matlab Examples
Brand: Springer-Verlag GmbH
SKU: 9783032050472
Price: 3125 CZK
Availability: InStock

Autor: Jose Maria Giron-Sierra

Jazyk:

Vazba: Pevná

Vydavatel: Springer-Verlag GmbH

Dostupnost: Skladem u dodavatele

Odesíláme za 10-13 dnů

3 125 Kč

The textbook provides a comprehensive yet practical look at optimization theory and applications, wi...

Informace o knize

Autor

Jose Maria Giron-Sierra

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2026

Stránek

994

EAN

9783032050472

ISBN

3032050472

Enbook ID

49343283

Vydavatel

Springer-Verlag GmbH

Hmotnost

1669

Kompletní popis

The textbook provides a comprehensive yet practical look at optimization theory and applications, with examples and MATLAB programs. The author introduces concepts and methods with mathematical formulations followed by clear examples. The programs provided in MATLAB, inserted in text (being also downloadable), are useful for practicing the methods on the given examples, and for visualization of results. Topics covered include Linear Programming or Calculus of Variations, Quadratic Programming, Integer Programming, etc. After presenting basics, the book goes on to introduces further methodological steps, like Interior Point methods, Evolutionary approaches, Multi-objective Optimization and Decision-making (including Portfolio management), Games, and the application to sparse representations (also related to Machine Learning) and image processing. The reader can easily take initiative, exploring other examples or cases of own interest, by using/modifying the programs. The book is addressed to upper undergraduate and graduate students of engineering, mathematics and other sciences, computer studies, economics, and management.