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Introduction to Optimization with Matlab® Examples

By Giron-Sierra, Jose Maria

Introduction to Optimization with Matlab® Examples

By Giron-Sierra, Jose Maria

0 - Default Title
Description
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 introduce 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.
Product details
Number of Pages:
1020
Release Date:
2026-01-25
Publication Date:
2026-01-03
Publisher:
Springer
Languages:
Original: English
ISBN10:
3032050472
ISBN13:
9783032050472
GPSR Manufacturer Reference:
[email protected]
Weight:
1669 g
Height:
160 cm
Width:
241 cm
Thickness:
60 cm
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