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Introduction to Optimization with Matlab Examples

Name: Introduction to Optimization with Matlab Examples
Brand: Springer-Verlag GmbH
SKU: 9783032050472
Price: 579.65 PLN
Availability: InStock

Autor: Jose Maria Giron-Sierra

Język:

Oprawa: Twarda

Wydawca: Springer-Verlag GmbH

Dostępność: Dostępna u dostawcy

Wysyłamy za 10-13 dni

579.65 zł

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

Informacje o książce

Autor

Jose Maria Giron-Sierra

Język

Angielski

Oprawa

Książka - Twarda

Data wydania

2026

strony

994

EAN

9783032050472

ISBN

3032050472

Enbook ID

49343283

Wydawca

Springer-Verlag GmbH

Waga

1669

Pełny opis

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.