particle swarm optimization and intelligence advances and applications

Particle Swarm Optimization And Intelligence Advances And Applications

#1 Bestseller in [Pdf] [Kindle] [Epub] [Audiobook], #1 Book New Release

DOWNLOAD READ ONLINE

Author : Parsopoulos, Konstantinos E.
Genre : Business & Economics
Release : 2010-01-31
File Download : 328
ISBN_10 : 9781615206674
Format : PDF, EPUB, And Audiobooks
Price : FREE
SUMMARY:

"This book presents the most recent and established developments of Particle swarm optimization (PSO) within a unified framework by noted researchers in the field"--Provided by publisher.

Multi Objective Swarm Intelligence

#1 Bestseller in [Pdf] [Kindle] [Epub] [Audiobook], #1 Book New Release

DOWNLOAD READ ONLINE

Author : Satchidananda Dehuri
Genre : Computers
Release : 2015-03-10
File Download : 201
ISBN_10 : 9783662463093
Format : PDF, EPUB, And Audiobooks
Price : FREE
SUMMARY:

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 chapters. In chapter 1, a review of Bacteria Foraging Optimization (BFO) techniques for both single and multiple criterions problem is presented. A survey on swarm intelligence for multiple and many objectives optimization is presented in chapter 2 along with a topical study on EEG signal analysis. Without compromising the extensive simulation study, a comparative study of variants of MOPSO is provided in chapter 3. Intractable problems like subset and job scheduling problems are discussed in chapters 4 and 7 by different hybrid swarm intelligence techniques. An attempt to study image enhancement by ant colony optimization is made in chapter 5. Finally, chapter 7 covers the aspect of uncertainty in data by hybrid PSO.

Recent Advances In Swarm Intelligence And Evolutionary Computation

#1 Bestseller in [Pdf] [Kindle] [Epub] [Audiobook], #1 Book New Release

DOWNLOAD READ ONLINE

Author : Xin-She Yang
Genre : Computers
Release : 2014-12-27
File Download : 300
ISBN_10 : 9783319138268
Format : PDF, EPUB, And Audiobooks
Price : FREE
SUMMARY:

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.

Particle Swarm Optimization Pso

#1 Bestseller in [Pdf] [Kindle] [Epub] [Audiobook], #1 Book New Release

DOWNLOAD READ ONLINE

Author : Brian Walker
Genre : Electric power systems
Release : 2017-02-01
File Download : 100
ISBN_10 : 1536108286
Format : PDF, EPUB, And Audiobooks
Price : FREE
SUMMARY:

Particle swarm optimisation (PSO) is one of the recently developed swarm intelligent optimisation technologies that offer the advantages of simplicity and fast biological convergence. The technique originated from the theory of artificial life and evolution, which is based on the optimisation that is achieved as a result of swarm behaviour. PSO can be easily implemented due to fewer parameters for adjustment hence it has been applied broadly in various engineering fields. This book reviews advances in research and applications of PSO.

Swarm Intelligence

#1 Bestseller in [Pdf] [Kindle] [Epub] [Audiobook], #1 Book New Release

DOWNLOAD READ ONLINE

Author : Aboul Ella Hassanien
Genre : Computers
Release : 2018-09-03
File Download : 210
ISBN_10 : 9781498741071
Format : PDF, EPUB, And Audiobooks
Price : FREE
SUMMARY:

Swarm Intelligence: Principles, Advances, and Applications delivers in-depth coverage of bat, artificial fish swarm, firefly, cuckoo search, flower pollination, artificial bee colony, wolf search, and gray wolf optimization algorithms. The book begins with a brief introduction to mathematical optimization, addressing basic concepts related to swarm intelligence, such as randomness, random walks, and chaos theory. The text then: Describes the various swarm intelligence optimization methods, standardizing the variants, hybridizations, and algorithms whenever possible Discusses variants that focus more on binary, discrete, constrained, adaptive, and chaotic versions of the swarm optimizers Depicts real-world applications of the individual optimizers, emphasizing variable selection and fitness function design Details the similarities, differences, weaknesses, and strengths of each swarm optimization method Draws parallels between the operators and searching manners of the different algorithms Swarm Intelligence: Principles, Advances, and Applications presents a comprehensive treatment of modern swarm intelligence optimization methods, complete with illustrative examples and an extendable MATLABĀ® package for feature selection in wrapper mode applied on different data sets with benchmarking using different evaluation criteria. The book provides beginners with a solid foundation of swarm intelligence fundamentals, and offers experts valuable insight into new directions and hybridizations.

Advances In Swarm Intelligence

#1 Bestseller in [Pdf] [Kindle] [Epub] [Audiobook], #1 Book New Release

DOWNLOAD READ ONLINE

Author : Ying Tan
Genre : Computers
Release : 2017-07-18
File Download : 631
ISBN_10 : 9783319618241
Format : PDF, EPUB, And Audiobooks
Price : FREE
SUMMARY:

The two-volume set of LNCS 10385 and 10386, constitutes the proceedings of the 8th International Confrence on Advances in Swarm Intelligence, ICSI 2017, held in Fukuoka, Japan, in July/August 2017. The total of 133 papers presented in these volumes was carefully reviewed and selected from 267 submissions. The paper were organized in topical sections as follows: Part I: theories and models of swarm intelligence; novel swarm-based optimization algorithms; particle swarm optimization; applications of particle swarm optimization; ant colony optimization; artificial bee colony algorithms; genetic algorithms; differential evolution; fireworks algorithm; brain storm optimization algorithm; cuckoo searh; and firefly algorithm. Part II: multi-objective optimization; portfolio optimization; community detection; multi-agent systems and swarm robotics; hybrid optimization algorithms and applications; fuzzy and swarm approach; clustering and forecast; classification and detection; planning and routing problems; dialog system applications; robotic control; and other applications.

Critical Developments And Applications Of Swarm Intelligence

#1 Bestseller in [Pdf] [Kindle] [Epub] [Audiobook], #1 Book New Release

DOWNLOAD READ ONLINE

Author : Shi, Yuhui
Genre : Computers
Release : 2018-02-28
File Download : 478
ISBN_10 : 9781522551355
Format : PDF, EPUB, And Audiobooks
Price : FREE
SUMMARY:

Artificial intelligence is a constantly advancing field that requires models in order to accurately create functional systems. The use of natural acumen to create artificial intelligence creates a field of research in which the natural and the artificial meet in a new and innovative way. Critical Developments and Applications of Swarm Intelligence is a critical academic publication that examines developing research, technologies, and function regarding natural and artificial acumen specifically, in regards to self-organized systems. Featuring coverage on a broad range of topics such as evolutionary algorithms, optimization techniques, and computational comparison, this book is geared toward academicians, students, researchers, and engineers seeking relevant and current research on the progressive research based on the implementation of swarm intelligence in self-organized systems.

Advances In Swarm Intelligence Part I

#1 Bestseller in [Pdf] [Kindle] [Epub] [Audiobook], #1 Book New Release

DOWNLOAD READ ONLINE

Author : Ying Tan
Genre : Computers
Release : 2011-05-26
File Download : 639
ISBN_10 : 9783642215148
Format : PDF, EPUB, And Audiobooks
Price : FREE
SUMMARY:

The two-volume set (LNCS 6728 and 6729) constitutes the refereed proceedings of the International Conference on Swarm Intelligence, ICSI 2011, held in Chongqing, China, in June 2011. The 143 revised full papers presented were carefully reviewed and selected from 298 submissions. The papers are organized in topical sections on theoretical analysis of swarm intelligence algorithms, particle swarm optimization, applications of pso algorithms, ant colony optimization algorithms, bee colony algorithms, novel swarm-based optimization algorithms, artificial immune system, differential evolution, neural networks, genetic algorithms, evolutionary computation, fuzzy methods, and hybrid algorithms - for part I. Topics addressed in part II are such as multi-objective optimization algorithms, multi-robot, swarm-robot, and multi-agent systems, data mining methods, machine learning methods, feature selection algorithms, pattern recognition methods, intelligent control, other optimization algorithms and applications, data fusion and swarm intelligence, as well as fish school search - foundations and applications.

Advances In Swarm Intelligence Part Ii

#1 Bestseller in [Pdf] [Kindle] [Epub] [Audiobook], #1 Book New Release

DOWNLOAD READ ONLINE

Author : Ying Tan
Genre : Computers
Release : 2011-05-26
File Download : 587
ISBN_10 : 9783642215230
Format : PDF, EPUB, And Audiobooks
Price : FREE
SUMMARY:

The two-volume set (LNCS 6728 and 6729) constitutes the refereed proceedings of the International Conference on Swarm Intelligence, ICSI 2011, held in Chongqing, China, in June 2011. The 143 revised full papers presented were carefully reviewed and selected from 298 submissions. The papers are organized in topical sections on theoretical analysis of swarm intelligence algorithms, particle swarm optimization, applications of pso algorithms, ant colony optimization algorithms, bee colony algorithms, novel swarm-based optimization algorithms, artificial immune system, differential evolution, neural networks, genetic algorithms, evolutionary computation, fuzzy methods, and hybrid algorithms - for part I. Topics addressed in part II are such as multi-objective optimization algorithms, multi-robot, swarm-robot, and multi-agent systems, data mining methods, machine learning methods, feature selection algorithms, pattern recognition methods, intelligent control, other optimization algorithms and applications, data fusion and swarm intelligence, as well as fish school search - foundations and applications.

Particle Swarm Optimization With Applications

#1 Bestseller in [Pdf] [Kindle] [Epub] [Audiobook], #1 Book New Release

DOWNLOAD READ ONLINE

Author : Pakize Erdogmus
Genre : Mathematics
Release : 2018-05-30
File Download : 110
ISBN_10 : 9781789231489
Format : PDF, EPUB, And Audiobooks
Price : FREE
SUMMARY:

This book is intended to gather recent studies on particle swarm optimization (PSO). In this book, readers can find the recent theoretical developments and applications on PSO algorithm. From the theoretical aspect, PSO has preserved its popularity because of the fast convergence rate, and a lot of hybrid algorithms have recently been developed in order to increase the performance of the algorithm. At the same time, PSO has also been used to solve different kinds of engineering optimization problems. In this book, a reader can find engineering applications of PSO, such as environmental economic dispatch and grid computing.