Swarm Stability and Optimization

Swarm Stability and Optimization
Title Swarm Stability and Optimization PDF eBook
Author Veysel Gazi
Publisher Springer Science & Business Media
Pages 299
Release 2011-02-01
Genre Technology & Engineering
ISBN 3642180418

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Swarming species such as flocks of birds or schools of fish exhibit fascinating collective behaviors during migration and predator avoidance. Similarly, engineered multi-agent dynamic systems such as groups of autonomous ground, underwater, or air vehicles (“vehicle swarms”) exhibit sophisticated collective behaviors while maneuvering. In this book we show how to model and control a wide range of such multi-agent dynamic systems and analyze their collective behavior using both stability theoretic and simulation-based approaches. In particular, we investigate problems such as group aggregation, social foraging, formation control, swarm tracking, distributed agreement, and engineering optimization inspired by swarm behavior.

Advanced Intelligent Computing Theories and Applications

Advanced Intelligent Computing Theories and Applications
Title Advanced Intelligent Computing Theories and Applications PDF eBook
Author De-Shuang Huang
Publisher Springer Science & Business Media
Pages 1397
Release 2007-08-09
Genre Computers
ISBN 3540742018

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This volume, in conjunction with the two volumes CICS 0002 and LNCS 4681, constitutes the refereed proceedings of the Third International Conference on Intelligent Computing held in Qingdao, China, in August 2007. The 139 full papers published here were carefully reviewed and selected from among 2,875 submissions. These papers offer important findings and insights into the field of intelligent computing.

Handbook of Swarm Intelligence

Handbook of Swarm Intelligence
Title Handbook of Swarm Intelligence PDF eBook
Author Bijaya Ketan Panigrahi
Publisher Springer Science & Business Media
Pages 538
Release 2011-02-04
Genre Technology & Engineering
ISBN 364217390X

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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.

Swarm Intelligence Optimization

Swarm Intelligence Optimization
Title Swarm Intelligence Optimization PDF eBook
Author Abhishek Kumar
Publisher John Wiley & Sons
Pages 384
Release 2021-01-07
Genre Computers
ISBN 1119778743

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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.

Particle Swarm Optimization and Intelligence: Advances and Applications

Particle Swarm Optimization and Intelligence: Advances and Applications
Title Particle Swarm Optimization and Intelligence: Advances and Applications PDF eBook
Author Parsopoulos, Konstantinos E.
Publisher IGI Global
Pages 328
Release 2010-01-31
Genre Business & Economics
ISBN 1615206671

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"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.

Computational Intelligence in Power Engineering

Computational Intelligence in Power Engineering
Title Computational Intelligence in Power Engineering PDF eBook
Author Bijaya Ketan Panigrahi
Publisher Springer Science & Business Media
Pages 385
Release 2010-09-20
Genre Computers
ISBN 3642140122

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This volume deals with different computational intelligence (CI) techniques for solving real world power industry problems. It will be extremely helpful for the researchers as well as the practicing engineers in the power industry.

Applications of Evolutionary Computation

Applications of Evolutionary Computation
Title Applications of Evolutionary Computation PDF eBook
Author Paul Kaufmann (Computer scientist)
Publisher
Pages 642
Release 2019
Genre Evolutionary computation
ISBN 9783030166939

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This book constitutes the refereed proceedings of the 22nd International Conference on Applications of Evolutionary Computation, EvoApplications 2019, held in Leipzig, Germany, in April 2019, co-located with the Evo*2019 events EuroGP, EvoCOP and EvoMUSART. The 44 revised full papers presented were carefully reviewed and selected from 66 submissions. They were organized in topical sections named: Engineering and Real World Applications; Games; General; Image and Signal Processing; Life Sciences; Networks and Distributed Systems; Neuroevolution and Data Analytics; Numerical Optimization: Theory, Benchmarks, and Applications; Robotics. --