CRC Press, 2025. — 160 р. — ISBN: 978-1-003-52720-6. If you have wondered about mesmerizing patterns of flying birds and fish, and asked how they do it, then you have observed what biologists refer to as an intelligent swarm. It is as if the members of swarm are receiving commands on what to do. It is magic! In reality, it is an intriguing set of behaviors that many species...
CRC Press, 2025. — 160 р. — ISBN: 978-1-003-52720-6. If you have wondered about mesmerizing patterns of flying birds and fish, and asked how they do it, then you have observed what biologists refer to as an intelligent swarm. It is as if the members of swarm are receiving commands on what to do. It is magic! In reality, it is an intriguing set of behaviors that many species...
CRC Press, 2025. — 160 р. — ISBN: 978-1-003-52720-6. If you have wondered about mesmerizing patterns of flying birds and fish, and asked how they do it, then you have observed what biologists refer to as an intelligent swarm. It is as if the members of swarm are receiving commands on what to do. It is magic! In reality, it is an intriguing set of behaviors that many species...
CRC Press, 2025. — 160 р. — ISBN: 978-1-032-86362-7. If you have wondered about mesmerizing patterns of flying birds and fish, and asked how they do it, then you have observed what biologists refer to as an intelligent swarm. It is as if the members of swarm are receiving commands on what to do. It is magic! In reality, it is an intriguing set of behaviors that many species...
CRC Press, 2025. — 341 р. — ISBN: 978-0-429-27637-8. This book provides a comprehensive analysis of the tools and techniques used today for designing and modeling of efficient and robust Swarm Intelligence based systems: highly (or fully) decentralized, semi-autonomous, highly-scalable infrastructures in various real-life scenarios. Among others, the book reviews the use of the...
CRC Press, 2025. — 341 р. — ISBN: 978-0-429-27637-8. This book provides a comprehensive analysis of the tools and techniques used today for designing and modeling of efficient and robust Swarm Intelligence based systems: highly (or fully) decentralized, semi-autonomous, highly-scalable infrastructures in various real-life scenarios. Among others, the book reviews the use of the...
CRC Press, 2025. — 341 р. — ISBN: 978-0-429-27637-8. This book provides a comprehensive analysis of the tools and techniques used today for designing and modeling of efficient and robust Swarm Intelligence based systems: highly (or fully) decentralized, semi-autonomous, highly-scalable infrastructures in various real-life scenarios. Among others, the book reviews the use of the...
CRC Press, 2025. — 341 р. — ISBN: 978-1-032-93224-8. This book provides a comprehensive analysis of the tools and techniques used today for designing and modeling of efficient and robust Swarm Intelligence based systems: highly (or fully) decentralized, semi-autonomous, highly-scalable infrastructures in various real-life scenarios. Among others, the book reviews the use of the...
Springer, 2023. — 218 p. — ISBN 978-981-99-2857-6. The book focuses on time-varying formation control approaches for practical nonlinear swarm systems. Time-varying formation control is the basic guarantee for performing other tasks of swarm systems, such as cooperative decision-making and cooperative detection. However, most practical swarm systems have nonlinear dynamic...
ITexLi, 2023. — 172 p. — ISBN 1837680876 9781837680870 1837680868 9781837680863 1837680884 9781837680887. Artificial intelligence (AI) has attracted the attention of many and is taking an increasingly crucial role in our modern society. AI machines demonstrate advanced cognitive skills in making decisions, learning, perceiving the environment, predicting certain behavior, and...
ITexLi, 2022. — 127 p. — ISBN 1839686669, 9781839686665, 1839686650, 9781839686658, 1839686677, 9781839686672. Optimisation is one of the unavoidable key subjects in engineering and other real-world problems, which attracts researchers’ and practitioners’ attention for decades. On the other hand, computational algorithms nowadays play a definitive role in most real-life...
Пер. с англ. Д. Брайт. — СПб.: Питер, 2023. — 368 с.: ил. — (Библиотека программиста). — ISBN 978-5-4461-2924-9. Искусственный интеллект — часть нашей повседневной жизни. Мы встречаемся с его проявлениями, когда занимаемся шопингом в интернет-магазинах, получаем рекомендации «вам может понравиться этот фильм», узнаем медицинские диагнозы… Чтобы уверенно ориентироваться в новом...
Пер. с англ. Д. Брайт. — СПб.: Питер, 2023. — 368 с.: ил. — (Библиотека программиста). — ISBN 978-5-4461-2924-9. Искусственный интеллект — часть нашей повседневной жизни. Мы встречаемся с его проявлениями, когда занимаемся шопингом в интернет-магазинах, получаем рекомендации «вам может понравиться этот фильм», узнаем медицинские диагнозы… Чтобы уверенно ориентироваться в новом...
John Wiley & Sons, Inc., 2023. — 247 р. — (Concise Introductions to AI and Data Science). — ISBN 978-1-119-86506-3. 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...
CRC Press, 2023. — 218 p. — ISBN 978-1-032-16250-8. The application of Artificial Intelligence (AI) has been greatly developed in many scientific sectors the last years, with the development of new AI-based algorithms and optimization techniques. Swarm intelligence and evolutionary computation are generally utilized as advanced methods to solve several kinds of computational...
Boca Raton: CRC Press, 2022. — 288 p. The book provides theoretical and practical knowledge about Swarm Intelligence (SI) and evolutionary computation. It describes the emerging trends in Deep Learning (DL) that involve the integration of Swarm Intelligence and evolutionary computation with Deep Learning, i.e., deep neuroevolution and deep swarms. The study reviews the research...
CRC Press, 2022. — 288 p. The book provides theoretical and practical knowledge about Swarm Intelligence (SI) and evolutionary computation. It describes the emerging trends in Deep Learning (DL) that involve the integration of Swarm Intelligence and evolutionary computation with Deep Learning, i.e., deep neuroevolution and deep swarms. The study reviews the research on network...
New York: Wiley-Scrivener, 2021. — 354 p. 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...
Wiley-Scrivener, 2021. — 364 p. 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,...
Wellington Pinheiro dos Santos, Juliana Carneiro Gomes, Valter Augusto de Freitas Barbosa. — CRC Press, 2023. — 261 p. — ISBN 978-1-032-03996-1. This book presents the fundamentals of Swarm Intelligence, from classic algorithms to emerging techniques. It presents comprehensive theoretical foundations and examples using the main Computational Intelligence methods in programming...
Wellington Pinheiro dos Santos, Juliana Carneiro Gomes, Valter Augusto de Freitas Barbosa. — CRC Press, 2023. — 261 p. — ISBN 978-1-032-03996-1. This book presents the fundamentals of Swarm Intelligence, from classic algorithms to emerging techniques. It presents comprehensive theoretical foundations and examples using the main Computational Intelligence methods in programming...
Boca Raton: CRC Press, 2022. — 229 p. Today the healthcare sector is facing challenges such as detecting the cause of ailments, disease prevention, high operating costs, availability of skilled technicians and infrastructure bottlenecks. Intelligent healthcare management technologies are needed to manage these challenges. Healthcare organizations also need to continuously...
Монография На английском языке CRC Press, 2022, 141 с. Swarm intelligence is one of the fastest-growing sub-fields of artificial intelligence and soft computing. This field includes multiple optimization algorithms to solve NP-hard problems for which conventional methods are not effective. It inspires researchers in engineering sciences to learn theories from nature and...
Springer, 2021. — 138 p. — (Computational Synthesis and Creative Systems) This book presents the recent computational developments inspired by swarms in art known as swarm art and discusses applying swarm intelligence concepts in architecture. Non-human art is a great leap in the evolution of contemporary art, removing the requirement of an artist’s production from the creative...
New York: Springer, 2021. — 138 p. This book presents the recent computational developments inspired by swarms in art known as swarm art and discusses applying swarm intelligence concepts in architecture. Non-human art is a great leap in the evolution of contemporary art, removing the requirement of an artist’s production from the creative process. Furthermore, it is a critical...
CRC Press, Taylor & Francis Group, 2021. — 191 p. — ISBN-13 978-1-467-4799-8. Интеллект роя: от социальных бактерий к людям The notion of swarm intelligence was introduced for describing decentralized and self-organized behaviors of groups of animals. Then this idea was extrapolated to design groups of robots which interact locally to cumulate a collective reaction. Some...
The Institution of Engineering and Technology, 2018. — 881 p. — (IET Control, Robotics and Sensors Series 119). — ISBN 978-1-78561-631-0. Swarm Intelligence (SI) is one of the most important and challenging paradigms under the umbrella of computational intelligence. It focuses on the research of collective behaviours of a swarm in nature and/or social phenomenon to solve...
New York: The Institution of Engineering and Technology, 2018. — 544 p. Swarm Intelligence (SI) is one of the most important and challenging paradigms under the umbrella of computational intelligence. It focuses on the research of collective behaviours of a swarm in nature and/or social phenomenon to solve complicated and difficult problems which cannot be handled by...
New York: The Institution of Engineering and Technology, 2018. — 664 p. Swarm Intelligence (SI) is one of the most important and challenging paradigms under the umbrella of computational intelligence. It focuses on the research of collective behaviours of a swarm in nature and/or social phenomenon to solve complicated and difficult problems which cannot be handled by...
Springer, 2021. — 236 p. — (Springer Tracts in Nature-Inspired Computing). — ISBN 978-981-16-0661-8. 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...
Springer, 2021. — 236 p. — (Springer Tracts in Nature-Inspired Computing). — ISBN 978-981-16-0661-8. 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...
Boca Raton: CRC Press, 2020. — 363 p. Swarm intelligence algorithms are a form of nature-based optimization algorithms. Their main inspiration is the cooperative behavior of animals within specific communities. This can be described as simple behaviors of individuals along with the mechanisms for sharing knowledge between them, resulting in the complex behavior of the entire...
CRC Press, Taylor & Francis Group, 2021. — 379 p. — ISBN: 9780429422607. Nature-based algorithms play an important role among artificial intelligence algorithms. Among them are global optimization algorithms called swarm intelligence algorithms. These algorithms that use the behavior of simple agents and various ways of cooperation between them, are used to solve specific...
Academic Press, 2020. — 183 p. — (Intelligent Data-Centric Systems: Sensor Collected Intelligence). — ISBN: 978-0-12-818287-1. Internet of Things (IoT) is a new platform of various physical objects or “things” equipped with sensors, electronics, smart devices, software, and network connections. IoT represents a new revolution of the Internet network which is driven by the...
CRC Press, 2021. — 218 p. — ISBN: 978-0-367-03055-1. Swarm Intelligence in Cloud Computing is an invaluable treatise for researchers involved in delivering intelligent optimized solutions for reliable deployment, infrastructural stability, and security issues of cloud-based resources. Starting with a bird’s eye view on the prevalent state-of-the-art techniques, this book...
Boca Raton: CRC Press, 2020. — 250 p. This book provides theoretical and practical knowledge on AI and swarm intelligence. It provides a methodology for EA (evolutionary algorithm)-based approach for complex adaptive systems with the integration of several meta-heuristics, e.g., ACO (Ant Colony Optimization), ABC (Artificial Bee Colony), and PSO (Particle Swarm Optimization),...
New York: Academic Press, 2020. — 430 p. Nature-inspired computation and swarm intelligence have become popular and effective tools for solving problems in optimization, computational intelligence, soft computing and data science. Recently, the literature in the field has expanded rapidly, with new algorithms and applications emerging. Nature-Inspired Computation and Swarm...
CRC Press, 2019. — 313 p. 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...
New York: The Institution of Engineering and Technology, 2018. — 664 p. Swarm Intelligence (SI) is one of the most important and challenging paradigms under the umbrella of computational intelligence. It focuses on the research of collective behaviours of a swarm in nature and/or social phenomenon to solve complicated and difficult problems which cannot be handled by traditional...
New York: Springer, 2019. — 306 p. This book presents advances in alternative swarm development that have proved to be effective in several complex problems. Swarm intelligence (SI) is a problem-solving methodology that results from the cooperation between a set of agents with similar characteristics. The study of biological entities, such as animals and insects, manifesting...
The Institution of Engineering and Technology, 2018. — 881 p. — (IET Control, Robotics and Sensors Series 119). — ISBN: 1785616315. Роевой интеллект (SI) - одна из самых важных и сложных парадигм под эгидой вычислительного интеллекта (CI). В нем основное внимание уделяется исследованию коллективного поведения роя в природе и / или социальном явлении для решения сложных задач,...
Springer, 2016. — 182 p. This book focuses on analysis and design problems for high-order linear time-invariant (LTI) swarm systems (multi-agent systems) to achieve consensus, formation, containment and formation-containment. As a first step, the concepts of practical consensus and formation-containment are introduced. Unlike previous research, the formation in this book can be...
Springer, 2018. — 210 p. — ISBN: 978-3-658-20539-3. This book is published open access under a CC BY 4.0 license. It covers aspects of unsupervised machine learning used for knowledge discovery in data science and introduces a data-driven approach to cluster analysis, the Databionic swarm (DBS). DBS consists of the 3D landscape visualization and clustering of data. The 3D...
CRC Press, 2016. — 220 p. The book 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...
Springer, 2015. — 344 p. This book is devoted to the state-of-the-art in all aspects of fireworks algorithm (FWA), with particular emphasis on the efficient improved versions of FWA. It describes the most substantial theoretical analysis including basic principle and implementation of FWA and modeling and theoretical analysis of FWA. It covers exhaustively the key recent...
Elsevier, 2013. — 420 p. Swarm Intelligence and bio-inspired computation have become increasing popular in the last two decades. Bio-inspired algorithms such as ant colony algorithms, bat algorithms, bee algorithms, firefly algorithms, cuckoo search and particle swarm optimization have been applied in almost every area of science and engineering with a dramatic increase of number...
Springer, 2009. — 295 p. The purpose of this book is to collect contributions that are at the intersection of multi-objective optimization, swarm intelligence (specifically, particle swarm optimization and ant colony optimization) and data mining. Such a collection intends to illustrate the potential of multi-objective swarm intelligence techniques in data mining, with the aim of...
Springer, 2011. — 674 p. Standard approaches to understanding swarms rely on inspiration from biology and are generally covered by the term “biomimetics”. This book focuses on a different, complementary inspiration, namely physics. The editors have introduced the term 'physicomimetics' to refer to physics-based swarm approaches, which offer two advantages. First, they capture...
Springer, 2010. — 228 p. The editors of this volume, Nadia Nedjah, Leandro dos Santos Coelho and Luiza de Macedo Mourelle, have done a superb job of assembling some of the most innovative and intriguing applications and additions to the methodology and theory of multi-objective swarm intelligence — the immitation of social swarms behaviors for the solution of optimization problems...
Springer, 2009. — 256 p. 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...
Springer, 2008. — 283 p. The laws that govern the collective behavior of social insects, flocks of birds, or fish schools continue to mesmerize researchers. While individuals are rather unsophisticated, in cooperation they can solve complex tasks, a prime example being the ability of ant colonies to find shortest paths between their nests and food sources. Task-solving results...
Springer, 2006. — 197 p. This volume offers 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 the particle swarm optimisation. Swarm intelligence is an innovative computational way...
Oxford University Press, 1999. — 320 p. Social insects - ants, bees, termites, and wasps - can be viewed as powerful problem-solving systems with sophisticated collective intelligence. Composed of simple interacting agents, this intelligence lies in the networks of interactions among individuals and between individuals and the environment. A fascinating subject, social insects are...
Springer, 2016. — 202 p. The book discusses new algorithms capable of searching for, tracking, mapping and providing a visualization of invisible substances. It reports on the realization of a bacterium-inspired robotic controller that can be used by an agent to search for any environmental spatial function such as temperature or pollution. Using the parameters of a mathematical...
Springer, 2006. — 275 p. Swarm Intelligence is an innovative distributed intelligent paradigm for solving optimization problems that originally took its inspiration from the biological examples by swarming, flocking and herding phenomena in vertebrates. Data Mining is an analytic process designed to explore large amounts of data in search of consistent patterns and/or systematic...
Springer, 2018. — 242 p. This book offers a comprehensive analysis of the theory and tools needed for the development of an efficient and robust infrastructure for the design of collaborative patrolling unmanned aerial vehicle (UAV) swarms, focusing on its applications for tactical intelligence drones. It discusses frameworks for robustly and near-optimally analyzing flocks of...
Springer, 2015. — 209 p.
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...
Springer, 2015. — 303 p.
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,...
Morgan Kaufmann, 2016. — 247 p. — ISBN: 978-0-12-809362-7 GPU-based Parallel Implementation of Swarm Intelligence Algorithms combines and covers two emerging areas attracting increased attention and applications: graphics processing units (GPUs) for general-purpose computing (GPGPU) and swarm intelligence. This book not only presents GPGPU in adequate detail, but also includes...
Springer Singapore, 2016. — 106 p. — (Springer Briefs in Complexity). — ISBN: 978-981-287-751-2, 978-981-287-750-5. The book is about the key elements required for designing, building and controlling effective artificial swarms comprised of multiple moving physical agents. Therefore this book presents the fundamentals of each of those key elements in the particular frame of...
Издательство IGI Global, 2010, -329 pp. Optimization is the procedure of detecting attributes, configurations or parameters of a system, to produce desirable responses. For example, in structural engineering, one is interested in detecting the best possible design to produce a safe and economic structure that adheres to specific mechanical engineering rules. Similarly, in...
Springer, 2011. — 543 p. — ISBN: 978-3642173899, e-ISBN: 978-3642173905. Series: Adaptation, Learning, and Optimization (Book 8). 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...
InTech, 2012. - 194 p. ISBN: 9789535103646
The field of research that studies the emergent collective intelligence of self-organized and decentralized simple agents is referred to as Swarm Intelligence. It is based on social behavior that can be observed in nature, such as flocks of birds, fish schools and bee hives, where a number of individuals with limited capabilities are...
InTech, 2010. — 110 p. In nature, it is possible to observe a cooperative behaviour in all animals, since, according to Charles Darwin’s theory, every being, from ants to human beings, form groups in which most individuals work for the common good. However, although study of dozens of social species has been done for a century, details of how and why cooperation evolved remain...
InTech, 2007. — 548 p. 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...
InTech, 2009. — 486 p. Particle swarm optimization (PSO) is a population based stochastic optimization technique developed by Dr. Eberhart and Dr. Kennedy in 1995, inspired by social behavior of bird flocking or fish schooling. PSO shares many similarities with evolutionary computation techniques such as Genetic Algorithms (GA). The system is initialized with a population of...
ISTE Ltd, 2006. – 244 p. This book is the first to deal exclusively with particle swarm optimization. In his Swarm Intelligence [KEN 01], originally entitled Particle Swarm Optimization (PSO), my friend Jim Kennedy has devoted three chapters out of eleven to this subject, above all as an illustration of the more general concept of collective intelligence without dwelling on the...
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