Coopoly - Logo
Coopoly - Logo
Derivative-free black box optimization
Derivative-free black box optimization
Prix membre: 94,95$ (qu'est-ce que c'est?)
Prix régulier: 102,50$
Les membres économisent: 7,55$ (7%)
Disponible, expédié dans les 2 jours ouvrables
ISBN-13: 9783319886800
ISBN-10: 33198868011
This book is designed as a textbook, suitable for self-learning or for teaching an upper-year university course on derivative-free and blackbox optimization.

The book is split into 5 parts and is designed to be modular; any individual part depends only on the material in Part I. Part I of the book discusses what is meant by Derivative-Free and Blackbox Optimization, provides background material, and early basics while Part II focuses on heuristic methods (Genetic Algorithms and Nelder-Mead). Part III presents direct search methods (Generalized Pattern Search and Mesh Adaptive Direct Search) and Part IV focuses on model-based methods (Simplex Gradient and Trust Region). Part V discusses dealing with constraints, using surrogates, and bi-objective optimization.

End of chapter exercises are included throughout as well as 15 end of chapter projects and over 40 figures. Benchmarking techniques are also presented in the appendix.