Name: Evolutionary Global Optimization, Manifolds and Applications (en Inglés)
Price: 609.25 PEN
Availability: InStock
Author: Aguiar E. Oliveira Junior, Hime
ISBN: 9783319799582

portada Evolutionary Global Optimization, Manifolds and Applications (en Inglés)

Formato

Libro Físico

Autor

Hime Aguiar E. Oliveira Junior

Editorial

Springer

Idioma

Inglés

N° páginas

137

Encuadernación

Tapa Blanda

Dimensiones

23.4 x 15.6 x 0.8 cm

Peso

0.22 kg.

ISBN13

9783319799582

Categorías

Teoría y filosofía de la economía
Matemáticas aplicadas
Inteligencia artificial

Evolutionary Global Optimization, Manifolds and Applications (en Inglés)

Hime Aguiar E. Oliveira Junior (Autor) · Springer · Tapa Blanda

Libro Nuevo

S/ 609,25

S/ 1.015,42

Ahorras: S/ 406,17

40% descuento

Envío normal

Origen: Estados Unidos (Costos de importación incluídos en el precio)

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Reseña del libro "Evolutionary Global Optimization, Manifolds and Applications (en Inglés)"

This book presents powerful techniques for solving global optimization problems on manifolds by means of evolutionary algorithms, and shows in practice how these techniques can be applied to solve real-world problems. It describes recent findings and well-known key facts in general and differential topology, revisiting them all in the context of application to current optimization problems. Special emphasis is put on game theory problems. Here, these problems are reformulated as constrained global optimization tasks and solved with the help of Fuzzy ASA. In addition, more abstract examples, including minimizations of well-known functions, are also included. Although the Fuzzy ASA approach has been chosen as the main optimizing paradigm, the book suggests that other metaheuristic methods could be used as well. Some of them are introduced, together with their advantages and disadvantages. Readers should possess some knowledge of linear algebra, and of basic concepts of numerical analysis and probability theory. Many necessary definitions and fundamental results are provided, with the formal mathematical requirements limited to a minimum, while the focus is kept firmly on continuous problems. The book offers a valuable resource for students, researchers and practitioners. It is suitable for university courses on optimization and for self-study.