Innovations And Developments Of Swarm Intelligence Applications

Author : Shi, Yuhui
Publisher : IGI Global
Page : 387 pages
File Size : 40,7 Mb
Release : 2012-05-31
Category : Computers
ISBN : 9781466615939

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Innovations and Developments of Swarm Intelligence Applications by Shi, Yuhui Pdf

The natural social behavior of large groups of animals, such as flocks of birds, schools of fish, or colonies of ants has fascinated scientists for hundreds of years, if not longer, due to the intricate nature of their interactions and their ability to move and work together seemingly effortlessly. Innovations and Developments of Swarm Intelligence Applications explores the emerging realm of swarm intelligence, which finds its basis in the natural social behavior of animals. The study and application of this swarm behavior has led scientists to a new world of research as ways are found to apply this behavior to independent intelligent agents, creating complex solutions for real world applications. Worldwide contributions have been seamlessly combined in this comprehensive reference, providing a wealth of new information for researchers, academicians, students, and engineers.

Author : Chee Peng Lim,Satchidananda Dehuri
Publisher : Springer Science & Business Media
Page : 256 pages
File Size : 50,9 Mb
Release : 2009-09-28
Category : Mathematics
ISBN : 9783642042249

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Innovations in Swarm Intelligence by Chee Peng Lim,Satchidananda Dehuri Pdf

Over the past two decades, swarm intelligence has emerged as a powerful approach to solving optimization as well as other complex problems. Swarm intelligence models are inspired by social behaviours of simple agents interacting among themselves as well as with the environment, e.g., flocking of birds, schooling of fish, foraging of bees and ants. The collective behaviours that emerge out of the interactions at the colony level are useful in achieving complex goals. The main aim of this research book is to present a sample of recent innovations and advances in techniques and applications of swarm intelligence. Among the topics covered in this book include: particle swarm optimization and hybrid methods, ant colony optimization and hybrid methods, bee colony optimization, glowworm swarm optimization, and complex social swarms, application of various swarm intelligence models to operational planning of energy plants, modeling and control of nanorobots, classification of documents, identification of disease biomarkers, and prediction of gene signals. The book is directed to researchers, practicing professionals, and undergraduate as well as graduate students of all disciplines who are interested in enhancing their knowledge in techniques and applications of swarm intelligence.

Author : Shi, Yuhui
Publisher : IGI Global
Page : 478 pages
File Size : 44,7 Mb
Release : 2018-02-28
Category : Computers
ISBN : 9781522551355

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Critical Developments and Applications of Swarm Intelligence by Shi, Yuhui Pdf

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.

Author : Anonim
Publisher : BoD – Books on Demand
Page : 130 pages
File Size : 46,9 Mb
Release : 2019-12-04
Category : Computers
ISBN : 9781789845365

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Swarm Intelligence by Anonim Pdf

Swarm Intelligence has emerged as one of the most studied artificial intelligence branches during the last decade, constituting the fastest growing stream in the bio-inspired computation community. A clear trend can be deduced analyzing some of the most renowned scientific databases available, showing that the interest aroused by this branch has increased at a notable pace in the last years. This book describes the prominent theories and recent developments of Swarm Intelligence methods, and their application in all fields covered by engineering. This book unleashes a great opportunity for researchers, lecturers, and practitioners interested in Swarm Intelligence, optimization problems, and artificial intelligence.

Author : Kuldeep Singh Kaswan,Jagjit Singh Dhatterwal,Avadhesh Kumar
Publisher : John Wiley & Sons
Page : 260 pages
File Size : 53,7 Mb
Release : 2023-03-14
Category : Computers
ISBN : 9781119865063

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Swarm Intelligence by Kuldeep Singh Kaswan,Jagjit Singh Dhatterwal,Avadhesh Kumar Pdf

SWARM INTELLIGENCE This important authored book presents valuable new insights by exploring the boundaries shared by cognitive science, social psychology, artificial life, artificial intelligence, and evolutionary computation by applying these insights to solving complex engineering problems. Motivated by the capability of the biologically inspired algorithms, “Swarm Intelligence: An Approach from Natural to Artificial” focuses on ant, cat, crow, elephant, grasshopper, water wave and whale optimization, swarm cyborg and particle swarm optimization, and presents recent developments and applications concerning optimization with swarm intelligence techniques. The goal of the book is to offer a wide spectrum of sample works developed in leading research throughout the world about innovative methodologies of swarm intelligence and foundations of engineering swarm intelligent systems; as well as applications and interesting experiences using particle swarm optimization, which is at the heart of computational intelligence. Discussed in the book are applications of various swarm intelligence models to operational planning of energy plants, modeling, and control of robots, organic computing, techniques of cloud services, bioinspired optimization, routing protocols for next-generation networks inspired by collective behaviors of insect societies and cybernetic organisms. Audience The book is directed to researchers, practicing engineers, and students in computational intelligence who are interested in enhancing their knowledge of techniques and swarm intelligence.

Author : Christian Blum,Daniel Merkle
Publisher : Springer Science & Business Media
Page : 284 pages
File Size : 46,7 Mb
Release : 2008-09-24
Category : Computers
ISBN : 9783540740896

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Swarm Intelligence by Christian Blum,Daniel Merkle Pdf

The book’s contributing authors are among the top researchers in swarm intelligence. The book is intended to provide an overview of the subject to novices, and to offer researchers an update on interesting recent developments. Introductory chapters deal with the biological foundations, optimization, swarm robotics, and applications in new-generation telecommunication networks, while the second part contains chapters on more specific topics of swarm intelligence research.

Author : Eneko Osaba,Xin-She Yang
Publisher : Springer Nature
Page : 236 pages
File Size : 48,5 Mb
Release : 2021-05-17
Category : Technology & Engineering
ISBN : 9789811606625

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Applied Optimization and Swarm Intelligence by Eneko Osaba,Xin-She Yang Pdf

This book gravitates on the prominent theories and recent developments of swarm intelligence methods, and their application in both synthetic and real-world optimization problems. The special interest will be placed in those algorithmic variants where biological processes observed in nature have underpinned the core operators underlying their search mechanisms. In other words, the book centers its attention on swarm intelligence and nature-inspired methods for efficient optimization and problem solving. The content of this book unleashes a great opportunity for researchers, lecturers and practitioners interested in swarm intelligence, optimization problems and artificial intelligence.

Author : Parsopoulos, Konstantinos E.,Vrahatis, Michael N.
Publisher : IGI Global
Page : 328 pages
File Size : 49,6 Mb
Release : 2010-01-31
Category : Business & Economics
ISBN : 9781615206674

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Particle Swarm Optimization and Intelligence: Advances and Applications by Parsopoulos, Konstantinos E.,Vrahatis, Michael N. Pdf

"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.

Author : Yuhui Shi
Publisher : IGI Publishing
Page : 86 pages
File Size : 47,8 Mb
Release : 2010
Category : Electronic
ISBN : 1609608933

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International Journal of Swarm Intelligence Research, Vol 1 ISS 3 by Yuhui Shi Pdf

Author : Christos Boukis,Aristodemos Pnevmatikakis,Lazaros Polymenakos
Publisher : Springer
Page : 402 pages
File Size : 52,7 Mb
Release : 2007-11-10
Category : Computers
ISBN : 9780387741611

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Artificial Intelligence and Innovations 2007: From Theory to Applications by Christos Boukis,Aristodemos Pnevmatikakis,Lazaros Polymenakos Pdf

This book brings together leading research from engineers and practitioners interested in the technical advances, business and industrial applications of intelligent systems. AIAI 2007 is focused on providing insights on how AI can be implemented in real world applications. Topics covered in this volume include: Theoretical Advances in AI; Intelligent Internet Systems: Emerging Technologies and Applications; Intelligent Systems in Electronic Healthcare; AI in Business and Finance.

Author : Max Bramer,Miltos Petridis,Lars Nolle
Publisher : Springer Science & Business Media
Page : 388 pages
File Size : 53,8 Mb
Release : 2011-11-13
Category : Computers
ISBN : 9781447123187

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Research and Development in Intelligent Systems XXVIII by Max Bramer,Miltos Petridis,Lars Nolle Pdf

The papers in this volume are the refereed papers presented at AI-2011, the Thirty-first SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, held in Cambridge in December 2011 in both the technical and the application streams. They present new and innovative developments and applications, divided into technical stream sections on Planning, Evolutionary Algorithms, Speech and Vision, and Machine Learning, followed by application stream sections on Knowledge Discovery and Data Mining, Machine Learning, Evolutionary Algorithms and AI in Action. The volume also includes the text of short papers presented as posters at the conference. This is the twenty-eighth volume in the Research and Development in Intelligent Systems series, which also incorporates the nineteenth volume in the Applications and Innovations in Intelligent Systems series. These series are essential reading for those who wish to keep up to date with developments in this important field.

Author : Matthew N. O. Sadiku,Sarhan M. Musa
Publisher : Springer Nature
Page : 275 pages
File Size : 54,6 Mb
Release : 2021-07-24
Category : Psychology
ISBN : 9783030775841

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A Primer on Multiple Intelligences by Matthew N. O. Sadiku,Sarhan M. Musa Pdf

This book provides an introduction to nineteen popular multiple intelligences. Part One discusses general intelligence, psychological testing, naturalistic intelligence, social intelligence, emotional intelligence, interpersonal intelligence, and cultural intelligence. Part Two tackles machine intelligence, the development of artificial intelligence, computational intelligence, and digital intelligence, or the ability for humans to adapt to a digital environment. Finally, Part Three discusses the role of intelligence in business development, using technology to augment intelligence, abstract thinking, swarm and animal intelligence, military intelligence, and musical intelligence. A Primer on Multiple Intelligences is a must-read for graduate students or scholars considering researching cognition, perception, motivation, and artificial intelligence. It will also be of use to those in social psychology, computer science, and pedagogy. It is as a valuable resource for anyone interested in learning more about the multifaceted study of intelligence.

Author : Valentina Emilia Balas,Jeng-Shyang Pan,Tsu-Yang Wu
Publisher : Springer Nature
Page : 294 pages
File Size : 45,8 Mb
Release : 2021-07-01
Category : Technology & Engineering
ISBN : 9789811612091

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Advances in Smart Vehicular Technology, Transportation, Communication and Applications by Valentina Emilia Balas,Jeng-Shyang Pan,Tsu-Yang Wu Pdf

This book constitutes the Proceedings of The Third International Conference on Smart Vehicular Technology, Transportation, Communication and Applications (VTCA 2019), Arad, Romania, held on October 15–18 October 2019 in Arad, Romania. This edition is technically co-sponsored by “Aurel Vlaicu” University of Arad, Romania, Southwest Jiaotong University, Fujian University of Technology, Chang’an University, Shandong University of Science and Technology, Fujian Provincial Key Lab of Big Data Mining and Applications, and National Demonstration Center for Experimental Electronic Information and Electrical Technology Education (Fujian University of Technology), China, Romanian Academy and General Association of Engineers in Romania - Arad Section. The book covers a range of topics including algorithms for optimization, video processing, parking management, IoT, software testing, cryptanalysis, NLP, CNN, wireless sensors network, adaptive security, data protection, green transportation, AI, smart cities, train control, analytic hierarchy process, big data, car following model, etc. The books help to disseminate the knowledge about some active research directions in the field Vehicle Technology and Communication. The book provides useful information to professors, researchers and graduated students in area of Vehicle Technology and Communication.

Author : Anand Nayyar,Dac-Nhuong Le,Nhu Gia Nguyen
Publisher : CRC Press
Page : 325 pages
File Size : 43,9 Mb
Release : 2018-10-03
Category : Computers
ISBN : 9780429820151

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Advances in Swarm Intelligence for Optimizing Problems in Computer Science by Anand Nayyar,Dac-Nhuong Le,Nhu Gia Nguyen Pdf

This book provides comprehensive details of all Swarm Intelligence based Techniques available till date in a comprehensive manner along with their mathematical proofs. It will act as a foundation for authors, researchers and industry professionals. This monograph will present the latest state of the art research being done on varied Intelligent Technologies like sensor networks, machine learning, optical fiber communications, digital signal processing, image processing and many more.

Author : Nadia Nedjah,Luiza Macedo Mourelle
Publisher : Springer Science & Business Media
Page : 199 pages
File Size : 55,9 Mb
Release : 2006-06-27
Category : Mathematics
ISBN : 9783540338680

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Swarm Intelligent Systems by Nadia Nedjah,Luiza Macedo Mourelle Pdf

Systems designers have learned that many agents co-operating within the system can solve very complex problems with a minimal design effort. In general, multi-agent systems that use swarm intelligence are said to be swarm intelligent systems. Today, these are mostly used as search engines and optimization tools. This volume reviews innovative methodologies of swarm intelligence, outlines the foundations of engineering swarm intelligent systems and applications, and relates experiences using the particle swarm optimisation.