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portada intelligent agents: theory and applications
Type
Physical Book
Author
Publisher
Year
2010
Language
English
Pages
404
Format
Paperback
Dimensions
23.4 x 15.6 x 2.2 cm
Weight
0.58 kg.
ISBN
3642060315
ISBN13
9783642060311
Categories

intelligent agents: theory and applications

Germano Resconi (Author) · Springer · Paperback

intelligent agents: theory and applications - Resconi, Germano

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Synopsis "intelligent agents: theory and applications"

This research book presents the agent theory and adaptation of agents in different contexts. Agents of different orders of complexity must be autonomous in the rules used. The agent must have a brain by which it can discover rules contained within the data. Because rules are the instruments by which agents change the environment, any adaptation of the rules can be considered as an evolution of the agents. Because uncertainty is present in every context, we shall describe in this book how it is possible to introduce global uncertainty from the local world into the description of the rules. This book contains ten chapters. Chapter 1 gives a general dscription of the evolutionary adaptation agent. Chapter 2 describes the actions and meta- actions of the agent at different orders. Chapter 3 presents in an abstract and formal way the actions at different orders. Chapter 4 connects systems and meta systems with the adaptive agent. Chapter 5 describes the brain of the agent by the morphogenetic neuron theory. Chapter 6 introduces the logic structure of the adaptive agent. Chapter 7 describes the feedback and hyper-feedback in the adaptive agent. Chapter 8 introduces the adaptation field into the modal logic space as logic instrument in the adaptive agent. Chapter 9 describes the action of the agent in the physical domain. Chapter 10 presents the practical application of agents in robots and evolutionary computing.

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