Recent Advances in Swarm Intelligence and Evolutionary Computation

Recent Advances in Swarm Intelligence and Evolutionary Computation
Author :
Publisher : Springer
Total Pages : 295
Release :
ISBN-10 : 9783319138268
ISBN-13 : 331913826X
Rating : 4/5 (68 Downloads)

Book Synopsis Recent Advances in Swarm Intelligence and Evolutionary Computation by : Xin-She Yang

Download or read book Recent Advances in Swarm Intelligence and Evolutionary Computation written by Xin-She Yang and published by Springer. This book was released on 2014-12-27 with total page 295 pages. Available in PDF, EPUB and Kindle. Book excerpt: This timely review volume summarizes the state-of-the-art developments in nature-inspired algorithms and applications with the emphasis on swarm intelligence and bio-inspired computation. Topics include the analysis and overview of swarm intelligence and evolutionary computation, hybrid metaheuristic algorithms, bat algorithm, discrete cuckoo search, firefly algorithm, particle swarm optimization, and harmony search as well as convergent hybridization. Application case studies have focused on the dehydration of fruits and vegetables by the firefly algorithm and goal programming, feature selection by the binary flower pollination algorithm, job shop scheduling, single row facility layout optimization, training of feed-forward neural networks, damage and stiffness identification, synthesis of cross-ambiguity functions by the bat algorithm, web document clustering, truss analysis, water distribution networks, sustainable building designs and others. As a timely review, this book can serve as an ideal reference for graduates, lecturers, engineers and researchers in computer science, evolutionary computing, artificial intelligence, machine learning, computational intelligence, data mining, engineering optimization and designs.


Recent Advances in Swarm Intelligence and Evolutionary Computation Related Books

Recent Advances in Swarm Intelligence and Evolutionary Computation
Language: en
Pages: 295
Authors: Xin-She Yang
Categories: Technology & Engineering
Type: BOOK - Published: 2014-12-27 - Publisher: Springer

DOWNLOAD EBOOK

This timely review volume summarizes the state-of-the-art developments in nature-inspired algorithms and applications with the emphasis on swarm intelligence an
Multi-objective Swarm Intelligence
Language: en
Pages: 209
Authors: Satchidananda Dehuri
Categories: Technology & Engineering
Type: BOOK - Published: 2015-03-10 - Publisher: Springer

DOWNLOAD EBOOK

The aim of this book is to understand the state-of-the-art theoretical and practical advances of swarm intelligence. It comprises seven contemporary relevant ch
Advances in Swarm Intelligence
Language: en
Pages: 689
Authors: Ying Tan
Categories: Computers
Type: BOOK - Published: 2020-07-12 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book constitutes the proceedings of the 11th International Conference on Advances in Swarm Intelligence, ICSI 2020, held in July 2020 in Belgrade, Serbia.
Swarm Intelligence and Bio-Inspired Computation
Language: en
Pages: 445
Authors: Xin-She Yang
Categories: Computers
Type: BOOK - Published: 2013-05-16 - Publisher: Newnes

DOWNLOAD EBOOK

Swarm Intelligence and bio-inspired computation have become increasing popular in the last two decades. Bio-inspired algorithms such as ant colony algorithms, b
Handbook of Research on Advancements of Swarm Intelligence Algorithms for Solving Real-World Problems
Language: en
Pages: 482
Authors: Cheng, Shi
Categories: Computers
Type: BOOK - Published: 2020-04-24 - Publisher: IGI Global

DOWNLOAD EBOOK

The use of optimization algorithms has seen an emergence in various professional fields due to its ability to process data and information in an efficient and p