Computational Intelligence for Agent-based Systems

Buch | Softcover

XVII, 263 Seiten

2010 | Softcover reprint of hardcover 1st ed. 2007
Springer Berlin (Verlag)
9783642092206 (ISBN)

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The scope of this volume is to give to the reader a wide scenario of recent works characterized by a synergistic combination of Soft Computing area with recent trends of Distributed Artificial Intelligence and Ambient Int- ligence. We edited this book for two basic motivations: the emergence of computational intelligence as a mature and integrated science, and the power of the agent paradigm in realizing complex and distributed environments. Computational Intelligence has nowadays a mature formal theory and robust implementation experiences. Intelligent agents have shown their inner ability in acquiring data and knowledge from and performing appropriate de- sions through a functional relation that maps percepts to actions. Compu- tional Intelligence inside Agents are extremely helpful to support the designer of agent-based systems in treating with unknown or ill-defined envir- ments so to better handle knowledge representation and reasoning under these assumptions. The formulation of cooperative strategies, the linguistic aspects of the communication, the local decision versus the global kno- edge, the actions and plans as distributed viewpoints could be characterized by an incomplete knowledge and by a fragmentation of logical inter- tions, faced often by a non-monotonic reasoning. While building "smart" environments many challenges arises. The system needs to interact with its users in order to obtain feedback in a non-intrusive way. Explicit/implicit feedback is needed to take decisions in near-real time.

A Proposal of an Open Ubiquitous Fuzzy Computing System for Ambient Intelligence.- Agent-Controlled Sharing of Distributed Resources in User Networks.- Adding Intelligence to Ubiquitous Computing Environments.- iJADE FreeWalker - An Intelligent Ontology Agent-based Tourist Guiding System.- iJADE InfoSeeker: On Using Intelligent Context-Aware Agents for Retrieving and Analyzing Chinese Web Articles.- A Third-Generation Telecare System using Fuzzy Ambient Intelligence.- Interacting Agents in a Network for in silico Modeling of Nature-Inspired Smart Systems.- DigitalBeing: An Ambient Intelligence Interactive Dance Experience.

Erscheint lt. Verlag	30.11.2010
Reihe/Serie	Studies in Computational Intelligence
Zusatzinfo	XVII, 263 p.
Verlagsort	Berlin
Sprache	englisch
Maße	155 x 235 mm
Gewicht	433 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
	Technik
Schlagworte	Agent-Based Systems • Agents • Artificial Intelligence • Computational Intelligence • Control • fuzzy • Intelligence • Modeling • Ontology • ubiquitous computing
ISBN-13	9783642092206 / 9783642092206
Zustand	Neuware