Name: New Advancements in Swarm Algorithms: Operators and Applications (Intelligent Systems Reference Library) (en Inglés)
Price: 525115.00 COP
Availability: InStock
Author: Erik Cuevas; Fernando Fausto; Adrián González
ISBN: 9783030163389

portada New Advancements in Swarm Algorithms: Operators and Applications (Intelligent Systems Reference Library) (en Inglés)

Formato

Libro Físico

Editorial

Springer

Autor

Erik Cuevas; Fernando Fausto; Adrián González

Año

2019

Idioma

Inglés

N° páginas

296

Encuadernación

Tapa Dura

ISBN13

9783030163389

N° edición

Categorías

Inteligencia artificial

New Advancements in Swarm Algorithms: Operators and Applications (Intelligent Systems Reference Library) (en Inglés)

Erik Cuevas; Fernando Fausto; Adrián González (Autor) · Springer · Tapa Dura

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Reseña del libro "New Advancements in Swarm Algorithms: Operators and Applications (Intelligent Systems Reference Library) (en Inglés)"

This book presents advances in alternative swarm development that have proved to be effective in several complex problems. Swarm intelligence (SI) is a problem-solving methodology that results from the cooperation between a set of agents with similar characteristics. The study of biological entities, such as animals and insects, manifesting social behavior has resulted in several computational models of swarm intelligence. While there are numerous books addressing the most widely known swarm methods, namely ant colony algorithms and particle swarm optimization, those discussing new alternative approaches are rare. The focus on developments based on the simple modification of popular swarm methods overlooks the opportunity to discover new techniques and procedures that can be useful in solving problems formulated by the academic and industrial communities. Presenting various novel swarm methods and their practical applications, the book helps researchers, lecturers, engineers and practitioners solve their own optimization problems.