Nonlinear optimization [Documento eletrónico] / Francisco J. Aragón ... [et al.]
Language: eng.Country: Switzerland, Swiss Confederation, Cham.Publication: Cham : Springer International Publishing, 2019Description: XIV, 350 p. : il.ISBN: 978-3-030-11184-7.Series: Springer Undergraduate Texts in Mathematics and TechnologySubject - Topical Name: Mathematical optimization Online Resources:Click here to access online| Item type | Current library | Collection | Call number | Copy number | Status | Date due | Barcode | |
|---|---|---|---|---|---|---|---|---|
| E-Books | Biblioteca NOVA FCT Online | Não Ficção | QA402.5.SPR FCT (Browse shelf(Opens below)) | 1 | Available | 96200 |
This textbook on nonlinear optimization focuses on model building, real world problems, and applications of optimization models to natural and social sciences. Organized into two parts, this book may be used as a primary text for courses on convex optimization and non-convex optimization. Definitions, proofs, and numerical methods are well illustrated and all chapters contain compelling exercises. The exercises emphasize fundamental theoretical results on optimality and duality theorems, numerical methods with or without constraints, and derivative-free optimization. Selected solutions are given. Applications to theoretical results and numerical methods are highlighted to help students comprehend methods and techniques.
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