SWARM INTELLIGENCE. From natural to artificial systems.pdf

SWARM INTELLIGENCE. From natural to artificial systems PDF

Guy Théraulaz

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 - an overview | ScienceDirect … Swarm intelligence describes the collective behavior of decentralized and self organized systems inspired by the natural or biological behavior. ( Eberhart et al., 2001 ). PSO is an optimization technique that iteratively attempts to enhance a competitor solution (known as a particle) with respect to a given measure of quality.

5.67 MB Taille du fichier
9780195131598 ISBN
SWARM INTELLIGENCE. From natural to artificial systems.pdf

Technik

PC et Mac

Lisez l'eBook immédiatement après l'avoir téléchargé via "Lire maintenant" dans votre navigateur ou avec le logiciel de lecture gratuit Adobe Digital Editions.

iOS & Android

Pour tablettes et smartphones: notre application de lecture tolino gratuite

eBook Reader

Téléchargez l'eBook directement sur le lecteur dans la boutique www.jeuxdeben10.fr ou transférez-le avec le logiciel gratuit Sony READER FOR PC / Mac ou Adobe Digital Editions.

Reader

Après la synchronisation automatique, ouvrez le livre électronique sur le lecteur ou transférez-le manuellement sur votre appareil tolino à l'aide du logiciel gratuit Adobe Digital Editions.

Notes actuelles

avatar
Sofya Voigtuh

SEE: 7 trends for artificial intelligence in 2016: 'Like 2015 on steroids'. The idea behind swarm intelligence is to learn from what happens in nature. "It's why fish form schools and birds form Swarm Intelligence: From Natural to Artificial …

avatar
Mattio Müllers

Swarm Intelligence Resources - UW Staff Web Server

avatar
Noels Schulzen

Distributed Artificial Intelligence (Part II): A ... - Forbes 21/03/2019 · This is a primer on Multi-Agent Systems, Agent-Based Modeling, and Swarm Intelligence. It explains how the systems differ from each other, how can …

avatar
Jason Leghmann

Swarm intelligence describes the collective behavior of decentralized and self organized systems inspired by the natural or biological behavior. ( Eberhart et al., 2001 ). PSO is an optimization technique that iteratively attempts to enhance a competitor solution (known as a particle) with respect to a given measure of quality. Amazon.com: Swarm Intelligence: From Natural to …

avatar
Jessica Kolhmann

14 Jan 2020 ... “Swarm Intelligence is the collective behavior of decentralized, self-organized systems, natural or artificial” (Wikipedia). This concept was ...