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
Evolutionary Computation & Swarm Intelligence
Language: en
Pages: 286
Authors: Fabio Caraffini
Categories: Technology & Engineering
Type: BOOK - Published: 2020-11-25 - Publisher: MDPI

DOWNLOAD EBOOK

The vast majority of real-world problems can be expressed as an optimisation task by formulating an objective function, also known as cost or fitness function.
Swarm Intelligence and Evolutionary Algorithms in Healthcare and Drug Development
Language: en
Pages: 169
Authors: Sandeep Kumar
Categories: Medical
Type: BOOK - Published: 2019-11-11 - Publisher: CRC Press

DOWNLOAD EBOOK

Healthcare sector is characterized by difficulty, dynamism and variety. In 21st century, healthcare domain is surrounded by tons of challenges in terms of Disea
Evolutionary and Swarm Intelligence Algorithms
Language: en
Pages: 194
Authors: Jagdish Chand Bansal
Categories: Technology & Engineering
Type: BOOK - Published: 2018-06-06 - Publisher: Springer

DOWNLOAD EBOOK

This book is a delight for academics, researchers and professionals working in evolutionary and swarm computing, computational intelligence, machine learning an
Swarm Intelligence
Language: en
Pages: 550
Authors: Felix Chan
Categories: Computers
Type: BOOK - Published: 2007-12-01 - Publisher: BoD – Books on Demand

DOWNLOAD EBOOK

In the era globalisation the emerging technologies are governing engineering industries to a multifaceted state. The escalating complexity has demanded research