Innovations In Swarm Intelligence

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Innovations in Swarm Intelligence

Chee Peng Lim,Satchidananda Dehuri
Innovations in Swarm Intelligence Book PDF

Author : Chee Peng Lim,Satchidananda Dehuri
Publisher : Springer Science & Business Media
Page : 256 pages
File Size : 44,7 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.

Innovations and Developments of Swarm Intelligence Applications

Shi, Yuhui
Innovations and Developments of Swarm Intelligence Applications Book PDF

Author : Shi, Yuhui
Publisher : IGI Global
Page : 398 pages
File Size : 54,6 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.

Swarm Intelligence

Kuldeep Singh Kaswan,Jagjit Singh Dhatterwal,Avadhesh Kumar
Swarm Intelligence Book PDF

Author : Kuldeep Singh Kaswan,Jagjit Singh Dhatterwal,Avadhesh Kumar
Publisher : John Wiley & Sons
Page : 260 pages
File Size : 45,7 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.

Swarm Intelligent Systems

Nadia Nedjah,Luiza Macedo Mourelle
Swarm Intelligent Systems Book PDF

Author : Nadia Nedjah,Luiza Macedo Mourelle
Publisher : Springer Science & Business Media
Page : 199 pages
File Size : 54,5 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.

Swarm Intelligence

Christian Blum,Daniel Merkle
Swarm Intelligence Book PDF

Author : Christian Blum,Daniel Merkle
Publisher : Springer Science & Business Media
Page : 284 pages
File Size : 55,9 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.

Handbook of Swarm Intelligence

Bijaya Ketan Panigrahi,Yuhui Shi,Meng-Hiot Lim
Handbook of Swarm Intelligence Book PDF

Author : Bijaya Ketan Panigrahi,Yuhui Shi,Meng-Hiot Lim
Publisher : Springer Science & Business Media
Page : 544 pages
File Size : 45,6 Mb
Release : 2011-02-04
Category : Technology & Engineering
ISBN : 9783642173905

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Handbook of Swarm Intelligence by Bijaya Ketan Panigrahi,Yuhui Shi,Meng-Hiot Lim Pdf

From nature, we observe swarming behavior in the form of ant colonies, bird flocking, animal herding, honey bees, swarming of bacteria, and many more. It is only in recent years that researchers have taken notice of such natural swarming systems as culmination of some form of innate collective intelligence, albeit swarm intelligence (SI) - a metaphor that inspires a myriad of computational problem-solving techniques. In computational intelligence, swarm-like algorithms have been successfully applied to solve many real-world problems in engineering and sciences. This handbook volume serves as a useful foundational as well as consolidatory state-of-art collection of articles in the field from various researchers around the globe. It has a rich collection of contributions pertaining to the theoretical and empirical study of single and multi-objective variants of swarm intelligence based algorithms like particle swarm optimization (PSO), ant colony optimization (ACO), bacterial foraging optimization algorithm (BFOA), honey bee social foraging algorithms, and harmony search (HS). With chapters describing various applications of SI techniques in real-world engineering problems, this handbook can be a valuable resource for researchers and practitioners, giving an in-depth flavor of what SI is capable of achieving.

Emerging Research on Swarm Intelligence and Algorithm Optimization

Shi, Yuhui
Emerging Research on Swarm Intelligence and Algorithm Optimization Book PDF

Author : Shi, Yuhui
Publisher : IGI Global
Page : 341 pages
File Size : 53,5 Mb
Release : 2014-07-31
Category : Computers
ISBN : 9781466663299

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Emerging Research on Swarm Intelligence and Algorithm Optimization by Shi, Yuhui Pdf

Throughout time, scientists have looked to nature in order to understand and model solutions for complex real-world problems. In particular, the study of self-organizing entities, such as social insect populations, presents a new opportunity within the field of artificial intelligence. Emerging Research on Swarm Intelligence and Algorithm Optimization discusses current research analyzing how the collective behavior of decentralized systems in the natural world can be applied to intelligent system design. Discussing the application of swarm principles, optimization techniques, and key algorithms being used in the field, this publication serves as an essential reference for academicians, upper-level students, IT developers, and IT theorists.

Swarm Intelligence

Felix Chan,Manoj Tiwari
Swarm Intelligence Book PDF

Author : Felix Chan,Manoj Tiwari
Publisher : BoD – Books on Demand
Page : 550 pages
File Size : 40,6 Mb
Release : 2007-12-01
Category : Computers
ISBN : 9783902613097

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Swarm Intelligence by Felix Chan,Manoj Tiwari Pdf

In the era globalisation the emerging technologies are governing engineering industries to a multifaceted state. The escalating complexity has demanded researchers to find the possible ways of easing the solution of the problems. This has motivated the researchers to grasp ideas from the nature and implant it in the engineering sciences. This way of thinking led to emergence of many biologically inspired algorithms that have proven to be efficient in handling the computationally complex problems with competence such as Genetic Algorithm (GA), Ant Colony Optimization (ACO), Particle Swarm Optimization (PSO), etc. Motivated by the capability of the biologically inspired algorithms the present book on "Swarm Intelligence: Focus on Ant and Particle Swarm Optimization" aims to present recent developments and applications concerning optimization with swarm intelligence techniques. The papers selected for this book comprise a cross-section of topics that reflect a variety of perspectives and disciplinary backgrounds. In addition to the introduction of new concepts of swarm intelligence, this book also presented some selected representative case studies covering power plant maintenance scheduling; geotechnical engineering; design and machining tolerances; layout problems; manufacturing process plan; job-shop scheduling; structural design; environmental dispatching problems; wireless communication; water distribution systems; multi-plant supply chain; fault diagnosis of airplane engines; and process scheduling. I believe these 27 chapters presented in this book adequately reflect these topics.

Swarm Intelligence

Ying Tan
Swarm Intelligence Book PDF

Author : Ying Tan
Publisher : Unknown
Page : 128 pages
File Size : 47,8 Mb
Release : 2018
Category : Computer algorithms
ISBN : 1523121157

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Swarm Intelligence by Ying Tan Pdf

This book discusses several swarm intelligence algorithms, such as fireworks algorithm, predator-prey optimisation, ant lion optimiser, glowworm swarm optimisation, firefly algorithm, binary moth-flame optimisation algorithm, binary whale optimisation, grey wolf optimisation, interactive chaotic evolution and inclined planes system optimisation.

Advances in Swarm Intelligence for Optimizing Problems in Computer Science

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

Author : Anand Nayyar,Dac-Nhuong Le,Nhu Gia Nguyen
Publisher : CRC Press
Page : 325 pages
File Size : 50,6 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.

Swarm Intelligence Optimization

Abhishek Kumar,Pramod Singh Rathore,Vicente Garcia Diaz,Rashmi Agrawal
Swarm Intelligence Optimization Book PDF

Author : Abhishek Kumar,Pramod Singh Rathore,Vicente Garcia Diaz,Rashmi Agrawal
Publisher : John Wiley & Sons
Page : 384 pages
File Size : 45,6 Mb
Release : 2021-01-07
Category : Computers
ISBN : 9781119778745

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Swarm Intelligence Optimization by Abhishek Kumar,Pramod Singh Rathore,Vicente Garcia Diaz,Rashmi Agrawal Pdf

Resource optimization has always been a thrust area of research, and as the Internet of Things (IoT) is the most talked about topic of the current era of technology, it has become the need of the hour. Therefore, the idea behind this book was to simplify the journey of those who aspire to understand resource optimization in the IoT. To this end, included in this book are various real-time/offline applications and algorithms/case studies in the fields of engineering, computer science, information security, and cloud computing, along with the modern tools and various technologies used in systems, leaving the reader with a high level of understanding of various techniques and algorithms used in resource optimization.

Critical Developments and Applications of Swarm Intelligence

Yuhui Shi
Critical Developments and Applications of Swarm Intelligence Book PDF

Author : Yuhui Shi
Publisher : IGI Global, Engineering Science Reference
Page : 0 pages
File Size : 43,6 Mb
Release : 2018
Category : Computers
ISBN : 1522551360

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Critical Developments and Applications of Swarm Intelligence by Yuhui Shi 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.

Innovative Trends in Computational Intelligence

Ravi Tomar,Manolo Dulva Hina,Rafik Zitouni,Amar Ramdane-Cherif
Innovative Trends in Computational Intelligence Book PDF

Author : Ravi Tomar,Manolo Dulva Hina,Rafik Zitouni,Amar Ramdane-Cherif
Publisher : Springer Nature
Page : 295 pages
File Size : 41,8 Mb
Release : 2021-11-29
Category : Technology & Engineering
ISBN : 9783030782849

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Innovative Trends in Computational Intelligence by Ravi Tomar,Manolo Dulva Hina,Rafik Zitouni,Amar Ramdane-Cherif Pdf

This book addresses the key problems that computational intelligence aims to solve, including (i) the involved computational process might be too complex for mathematical reasoning; (ii) it might contain some uncertainties during the process, or (iii) by nature, the computational process is a randomly determined one (heuristic). The contributors make use of methods that are close to the human's way of reasoning, that is, available information might be inexact or incomplete, yet it would be able to produce controlled actions in an adaptive way. Approaches presented in the book include swarm intelligence, artificial immune systems, image processing, data mining, natural language processing, text mining, and other solutions involving artificial intelligence methodologies.

Integration of Swarm Intelligence and Artificial Neural Network

Satchidananda Dehuri,Susmita Ghosh,Sung-Bae Cho
Integration of Swarm Intelligence and Artificial Neural Network Book PDF

Author : Satchidananda Dehuri,Susmita Ghosh,Sung-Bae Cho
Publisher : World Scientific
Page : 352 pages
File Size : 43,6 Mb
Release : 2011
Category : Computers
ISBN : 9789814280143

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Integration of Swarm Intelligence and Artificial Neural Network by Satchidananda Dehuri,Susmita Ghosh,Sung-Bae Cho Pdf

This book provides a new forum for the dissemination of knowledge in both theoretical and applied research on swarm intelligence (SI) and artificial neural network (ANN). It accelerates interaction between the two bodies of knowledge and fosters a unified development in the next generation of computational model for machine learning. To the best of our knowledge, the integration of SI and ANN is the first attempt to integrate various aspects of both the independent research area into a single volume.

Recent Algorithms and Applications in Swarm Intelligence Research

Shi, Yuhui
Recent Algorithms and Applications in Swarm Intelligence Research Book PDF

Author : Shi, Yuhui
Publisher : IGI Global
Page : 340 pages
File Size : 53,6 Mb
Release : 2012-11-30
Category : Computers
ISBN : 9781466624801

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Recent Algorithms and Applications in Swarm Intelligence Research by Shi, Yuhui Pdf

Advancements in the nature-inspired swarm intelligence algorithms continue to be useful in solving complicated problems in nonlinear, non-differentiable, and un-continuous functions as well as being applied to solve real-world applications. Recent Algorithms and Applications in Swarm Intelligence Research highlights the current research on swarm intelligence algorithms and its applications. Including research and survey and application papers, this book serves as a platform for students and scholars interested in achieving their studies on swarm intelligence algorithms and their applications.