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Viac informácií o knihe Derivative-Free and Blackbox Optimization

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Anotácia knihy

The second edition of Derivative-Free and Blackbox Optimization offers a comprehensive introduction to the field of optimization when derivatives are unavailable, unreliable, or impractical. Whether you re a student, instructor, or self-learner, this book is designed to guide you through both the foundations and advanced techniques of derivative-free and blackbox optimization. This new edition features significantly expanded exercises, updated and intuitive notation, over 30 new figures, and a wide range of pedagogical enhancements aimed at making complex concepts accessible and engaging. The book is structured into five parts. Part 1 established foundational principles, including an expanded chapter on proper benchmarking. Parts 2, 3, and 4, take an in-depth look at heuristics, direct search, and model based approaches (respectively). Part 5 extends these approaches to specialised settings. Finally, a new appendix contributed by Sébastien Le Digabel, details several real-world applications of blackbox optimization, and links to software for each application. Whether used in the classroom or for independent exploration, this book is a powerful resource for understanding and applying optimization methods no gradients required. 

Parametre knihy

Zaradenie knihy Knihy po nemecky Naturwissenschaften, Medizin, Informatik, Technik Mathematik Mathematik - Sonstiges

• Celý názov: Derivative-Free and Blackbox Optimization
• Autor: Warren Hare
• Jazyk: Angličtina
• Väzba: Pevná
• Počet strán: 431
• EAN: 9783032009050
• ISBN: 3032009057
• ID: 49083329
• Nakladateľ: Springer-Verlag GmbH
• Dátum vydania: 07. December 2025

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