swarm intelligence from natural to artificial systems santa fe institute studies on the sciences of complexity

Download Book Swarm Intelligence From Natural To Artificial Systems Santa Fe Institute Studies On The Sciences Of Complexity in PDF format. You can Read Online Swarm Intelligence From Natural To Artificial Systems Santa Fe Institute Studies On The Sciences Of Complexity here in PDF, EPUB, Mobi or Docx formats.

Swarm Intelligence

Author : Eric Bonabeau
ISBN : 0195131592
Genre : Computers
File Size : 89. 66 MB
Format : PDF, Docs
Download : 731
Read : 163

Get This Book


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.

Swarm Intelligence

Author : Eric Bonabeau
ISBN : 0198030150
Genre : Science
File Size : 75. 16 MB
Format : PDF, Mobi
Download : 230
Read : 762

Get This Book


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 also a powerful metaphor for artificial intelligence, and the problems they solve--finding food, dividing labor among nestmates, building nests, responding to external challenges--have important counterparts in engineering and computer science. This book provides a detailed look at models of social insect behavior and how to apply these models in the design of complex systems. The book shows how these models replace an emphasis on control, preprogramming, and centralization with designs featuring autonomy, emergence, and distributed functioning. These designs are proving immensely flexible and robust, able to adapt quickly to changing environments and to continue functioning even when individual elements fail. 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. The book will be an invaluable resource for a broad range of disciplines.

Swarm Intelligence

Author : Eric Bonabeau
ISBN : 9780190208196
Genre : Science
File Size : 86. 82 MB
Format : PDF, ePub, Mobi
Download : 875
Read : 816

Get This Book


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 also a powerful metaphor for artificial intelligence, and the problems they solve--finding food, dividing labor among nestmates, building nests, responding to external challenges--have important counterparts in engineering and computer science. This book provides a detailed look at models of social insect behavior and how to apply these models in the design of complex systems. The book shows how these models replace an emphasis on control, preprogramming, and centralization with designs featuring autonomy, emergence, and distributed functioning. These designs are proving immensely flexible and robust, able to adapt quickly to changing environments and to continue functioning even when individual elements fail. 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. The book will be an invaluable resource for a broad range of disciplines.

Swarm Intelligence

Author : Christian Blum
ISBN : 9783540740896
Genre : Computers
File Size : 68. 2 MB
Format : PDF, Docs
Download : 599
Read : 997

Get This Book


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.

Integration Of Swarm Intelligence And Artificial Neural Network

Author : Satchidananda Dehuri
ISBN : 9789814280143
Genre : Computers
File Size : 90. 58 MB
Format : PDF, Mobi
Download : 978
Read : 438

Get This Book


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.

Swarm Intelligence

Author : James Haywood Rolling, Jr.
ISBN : 9781137401519
Genre : Business & Economics
File Size : 54. 76 MB
Format : PDF, ePub, Docs
Download : 410
Read : 1173

Get This Book


Companies and organizations everywhere cite creativity as the most desirable - and elusive - leadership quality of the future. Yet scores measuring creativity among American children have been on the wane for decades. A specialist in creative leadership, professor James Haywood Rolling, Jr. knows firsthand that the classroom is a key to either unlocking or blocking the critical imagination. He argues that today's schools, with their focus on rote learning and test-taking, work to stymie creativity, leaving children cut off from their natural impulses and boxed in by low expectations. Drawing on cutting-edge research in the realms of biological swarm theory, systems theory, and complexity theory, Rolling shows why group collaboration and adaptive social networking make us both smarter and more creative, and how we can design education and workplace practices around these natural principles, instead of pushing a limited focus on individual achievement that serves neither children nor their future colleagues, managers and mentors. The surprising truth is that the future will be pioneered by the collective problem-solvers, making Swarm Intelligence a must-read for business leaders, educators, and anyone else concerned with nurturing creative intelligence and innovative habits in today's youth.

Swarm Intelligence

Author : James Kennedy
ISBN : 1558605959
Genre : Computers
File Size : 44. 86 MB
Format : PDF, ePub
Download : 673
Read : 489

Get This Book


A scholarly text on swarm intelligence that argues that intelligent human cognition derives from the interactions of individuals in a social world.

Bio Inspired Artificial Intelligence

Author : Dario Floreano
ISBN : 9780262062718
Genre : Computers
File Size : 47. 10 MB
Format : PDF, ePub, Docs
Download : 341
Read : 588

Get This Book


New approaches to artificial intelligence spring from the idea that intelligence emerges as much from cells, bodies, and societies as it does from evolution, development, and learning. Traditionally, artificial intelligence has been concerned with reproducing the abilities of human brains; newer approaches take inspiration from a wider range of biological structures that that are capable of autonomous self-organization. Examples of these new approaches include evolutionary computation and evolutionary electronics, artificial neural networks, immune systems, biorobotics, and swarm intelligence -- to mention only a few. This book offers a comprehensive introduction to the emerging field of biologically inspired artificial intelligence that can be used as an upper-level text or as a reference for researchers. Each chapter presents computational approaches inspired by a different biological system; each begins with background information about the biological system and then proceeds to develop computational models that make use of biological concepts. The chapters cover evolutionary computation and electronics; cellular systems; neural systems, including neuromorphic engineering; developmental systems; immune systems; behavioral systems -- including several approaches to robotics, including behavior-based, bio-mimetic, epigenetic, and evolutionary robots; and collective systems, including swarm robotics as well as cooperative and competitive co-evolving systems. Chapters end with a concluding overview and suggested reading.

Adaptation In Natural And Artificial Systems

Author : John Henry Holland
ISBN : 0262581116
Genre : Psychology
File Size : 62. 42 MB
Format : PDF, ePub, Mobi
Download : 451
Read : 1037

Get This Book


List of figures. Preface to the 1992 edition. Preface. The general setting. A formal framework. lustrations. Schemata. The optimal allocation of trials. Reproductive plans and genetic operators. The robustness of genetic plans. Adaptation of codings and representations. An overview. Interim and prospectus. Glossary of important symbols.

Handbook Of Research On Chaos And Complexity Theory In The Social Sciences

Author : Erçetin, ?efika ?ule
ISBN : 9781522501497
Genre : Mathematics
File Size : 77. 15 MB
Format : PDF, ePub
Download : 929
Read : 579

Get This Book


The concept of “chaos”, and chaos theory, though it is a field of study specifically in the field of mathematics with applications in physics, engineering, economics, management, and education, has also recently taken root in the social sciences. As a method of analyzing the way in which the digital age has connected society more than ever, chaos and complexity theory serves as a tactic to tie world events and cope with the information overload that is associated with heightened social connectivity. The Handbook of Research on Chaos and Complexity Theory in the Social Sciences explores the theories of chaos and complexity as applied to a variety of disciplines including political science, organizational and management science, economics, and education. Presenting diverse research-based perspectives on mathematical patterns in the world system, this publication is an essential reference source for scholars, researchers, mathematicians, social theorists, and graduate-level students in a variety of disciplines.

Top Download:

Best Books