Handbook Of Swarm Intelligence
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Author |
: Bijaya Ketan Panigrahi |
Publisher |
: Springer Science & Business Media |
Total Pages |
: 538 |
Release |
: 2011-02-04 |
ISBN-10 |
: 9783642173905 |
ISBN-13 |
: 364217390X |
Rating |
: 4/5 (05 Downloads) |
Synopsis Handbook of Swarm Intelligence by : Bijaya Ketan Panigrahi
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.
Author |
: Bhattacharyya, Siddhartha |
Publisher |
: IGI Global |
Total Pages |
: 770 |
Release |
: 2015-04-30 |
ISBN-10 |
: 9781466682924 |
ISBN-13 |
: 1466682922 |
Rating |
: 4/5 (24 Downloads) |
Synopsis Handbook of Research on Swarm Intelligence in Engineering by : Bhattacharyya, Siddhartha
Swarm Intelligence has recently emerged as a next-generation methodology belonging to the class of evolutionary computing. As a result, scientists have been able to explain and understand real-life processes and practices that previously remained unexplored. The Handbook of Research on Swarm Intelligence in Engineering presents the latest research being conducted on diverse topics in intelligence technologies such as Swarm Intelligence, Machine Intelligence, Optical Engineering, and Signal Processing with the goal of advancing knowledge and applications in this rapidly evolving field. The enriched interdisciplinary contents of this book will be a subject of interest to the widest forum of faculties, existing research communities, and new research aspirants from a multitude of disciplines and trades.
Author |
: Cheng, Shi |
Publisher |
: IGI Global |
Total Pages |
: 482 |
Release |
: 2020-04-24 |
ISBN-10 |
: 9781799832249 |
ISBN-13 |
: 1799832244 |
Rating |
: 4/5 (49 Downloads) |
Synopsis Handbook of Research on Advancements of Swarm Intelligence Algorithms for Solving Real-World Problems by : Cheng, Shi
The use of optimization algorithms has seen an emergence in various professional fields due to its ability to process data and information in an efficient and productive manner. Combining computational intelligence with these algorithms has created a trending subject of research on how much more beneficial intelligent-inspired algorithms can be within companies and organizations. As modern theories and applications are continually being developed in this area, professionals are in need of current research on how intelligent algorithms are advancing in the real world. TheHandbook of Research on Advancements of Swarm Intelligence Algorithms for Solving Real-World Problems is a pivotal reference source that provides vital research on the development of swarm intelligence algorithms and their implementation into current issues. While highlighting topics such as multi-agent systems, bio-inspired computing, and evolutionary programming, this publication explores various concepts and theories of swarm intelligence and outlines future directions of development. This book is ideally designed for IT specialists, researchers, academicians, engineers, developers, practitioners, and students seeking current research on the real-world applications of intelligent algorithms.
Author |
: Hamid Ali Abed Alasadi |
Publisher |
: |
Total Pages |
: |
Release |
: 2017 |
ISBN-10 |
: 3659789410 |
ISBN-13 |
: 9783659789410 |
Rating |
: 4/5 (10 Downloads) |
Synopsis Handbook of Swarm Intelligence: Algorithms and Applications by : Hamid Ali Abed Alasadi
Author |
: Plamen Parvanov Angelov |
Publisher |
: World Scientific |
Total Pages |
: 964 |
Release |
: 2016-03-18 |
ISBN-10 |
: 9789814675024 |
ISBN-13 |
: 9814675024 |
Rating |
: 4/5 (24 Downloads) |
Synopsis Handbook On Computational Intelligence (In 2 Volumes) by : Plamen Parvanov Angelov
With the Internet, the proliferation of Big Data, and autonomous systems, mankind has entered into an era of 'digital obesity'. In this century, computational intelligence, such as thinking machines, have been brought forth to process complex human problems in a wide scope of areas — from social sciences, economics and biology, medicine and social networks, to cyber security.The Handbook of Computational Intelligence (in two volumes) prompts readers to look at these problems from a non-traditional angle. It takes a step by step approach, supported by case studies, to explore the issues that have arisen in the process. The Handbook covers many classic paradigms, as well as recent achievements and future promising developments to solve some of these very complex problems. Volume one explores the subjects of fuzzy logic and systems, artificial neural networks, and learning systems. Volume two delves into evolutionary computation, hybrid systems, as well as the applications of computational intelligence in decision making, the process industry, robotics, and autonomous systems.This work is a 'one-stop-shop' for beginners, as well as an inspirational source for more advanced researchers. It is a useful resource for lecturers and learners alike.
Author |
: Shi, Yuhui |
Publisher |
: IGI Global |
Total Pages |
: 340 |
Release |
: 2012-11-30 |
ISBN-10 |
: 9781466624801 |
ISBN-13 |
: 1466624809 |
Rating |
: 4/5 (01 Downloads) |
Synopsis Recent Algorithms and Applications in Swarm Intelligence Research by : Shi, Yuhui
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.
Author |
: Tan, Ying |
Publisher |
: IGI Global |
Total Pages |
: 889 |
Release |
: 2015-12-09 |
ISBN-10 |
: 9781466695733 |
ISBN-13 |
: 1466695730 |
Rating |
: 4/5 (33 Downloads) |
Synopsis Handbook of Research on Design, Control, and Modeling of Swarm Robotics by : Tan, Ying
Studies on robotics applications have grown substantially in recent years, with swarm robotics being a relatively new area of research. Inspired by studies in swarm intelligence and robotics, swarm robotics facilitates interactions between robots as well as their interactions with the environment. The Handbook of Research on Design, Control, and Modeling of Swarm Robotics is a collection of the most important research achievements in swarm robotics thus far, covering the growing areas of design, control, and modeling of swarm robotics. This handbook serves as an essential resource for researchers, engineers, graduates, and senior undergraduates with interests in swarm robotics and its applications.
Author |
: Eric Bonabeau |
Publisher |
: Oxford University Press |
Total Pages |
: 324 |
Release |
: 1999 |
ISBN-10 |
: 0195131592 |
ISBN-13 |
: 9780195131598 |
Rating |
: 4/5 (92 Downloads) |
Synopsis Swarm Intelligence by : Eric Bonabeau
In particular, these designs are an exciting approach to the tremendous growth of complexity in software and information. Swarm Intelligence draws on up-to-date research from biology, neuroscience, artificial intelligence, robotics, operations research, and computer graphics, and each chapter is organized around a particular biological example, which is then used to develop an algorithm, a multiagent system, or a group of robots.
Author |
: Shi, Yuhui |
Publisher |
: IGI Global |
Total Pages |
: 387 |
Release |
: 2012-05-31 |
ISBN-10 |
: 9781466615939 |
ISBN-13 |
: 1466615931 |
Rating |
: 4/5 (39 Downloads) |
Synopsis Innovations and Developments of Swarm Intelligence Applications by : Shi, Yuhui
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 |
: |
Publisher |
: |
Total Pages |
: |
Release |
: 2019 |
ISBN-10 |
: 1799816613 |
ISBN-13 |
: 9781799816614 |
Rating |
: 4/5 (13 Downloads) |
Synopsis Handbook of Research on Fireworks Algorithms and Swarm Intelligence by :