New Advancements in Swarm Algorithms: Operators and Applications

New Advancements in Swarm Algorithms: Operators and Applications
Author :
Publisher : Springer
Total Pages : 296
Release :
ISBN-10 : 9783030163396
ISBN-13 : 3030163393
Rating : 4/5 (393 Downloads)

Book Synopsis New Advancements in Swarm Algorithms: Operators and Applications by : Erik Cuevas

Download or read book New Advancements in Swarm Algorithms: Operators and Applications written by Erik Cuevas and published by Springer. This book was released on 2019-04-02 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


New Advancements in Swarm Algorithms: Operators and Applications Related Books

New Advancements in Swarm Algorithms: Operators and Applications
Language: en
Pages: 296
Authors: Erik Cuevas
Categories: Technology & Engineering
Type: BOOK - Published: 2019-04-02 - Publisher: Springer

GET EBOOK

This book presents advances in alternative swarm development that have proved to be effective in several complex problems. Swarm intelligence (SI) is a problem-
Recent Algorithms and Applications in Swarm Intelligence Research
Language: en
Pages: 340
Authors: Shi, Yuhui
Categories: Computers
Type: BOOK - Published: 2012-11-30 - Publisher: IGI Global

GET EBOOK

Advancements in the nature-inspired swarm intelligence algorithms continue to be useful in solving complicated problems in nonlinear, non-differentiable, and un
Swarm Intelligence
Language: en
Pages: 210
Authors: Aboul Ella Hassanien
Categories: Computers
Type: BOOK - Published: 2018-09-03 - Publisher: CRC Press

GET EBOOK

Swarm Intelligence: Principles, Advances, and Applications delivers in-depth coverage of bat, artificial fish swarm, firefly, cuckoo search, flower pollination,
Metaheuristics in Machine Learning: Theory and Applications
Language: en
Pages: 765
Authors: Diego Oliva
Categories: Computational intelligence
Type: BOOK - Published: - Publisher: Springer Nature

GET EBOOK

This book is a collection of the most recent approaches that combine metaheuristics and machine learning. Some of the methods considered in this book are evolut
Advances in Swarm Intelligence for Optimizing Problems in Computer Science
Language: en
Pages: 325
Authors: Anand Nayyar
Categories: Computers
Type: BOOK - Published: 2018-10-03 - Publisher: CRC Press

GET EBOOK

This book provides comprehensive details of all Swarm Intelligence based Techniques available till date in a comprehensive manner along with their mathematical