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Geometry of Knowledge for Intelligent Systems
Details
The book is on the geometry of agent knowledge. The important concept studied in this book is the Field and its Geometric Representation. To develop a geometric image of the gravity , Einstein used Tensor Calculus but this is very different from the knowledge instruments used now, as for instance techniques of data mining , neural networks , formal concept analysis ,quantum computer and other topics. The aim of this book is to rebuild the tensor calculus in order to give a geometric representation of agent knowledge. By using a new geometry of knowledge we can unify all the topics that have been studied in recent years to create a bridge between the geometric representation of the physical phenomena and the geometric representation of the individual and subjective knowledge of the agents.
Contains the latest research in the area of intelligent systems The foundation of intelligent systems is presented from mathematical and physical point of view
Inhalt
An Introduction to the Geometry of Agent Knowledge.- Tensor Calculus and Formal Concepts.- Geometry and Agent Coherence.- Field Theory for Knowledge.- Brain Neurodynamic and Tensor Calculus.- Electrical Circuit as constrain in the multidimensional space of the voltages or currents.- Superposition and Geometry for Evidence and Quantum Mechanics in the Tensor Calculus.- The Logic of Uncertainty and geometry of the worlds.
Weitere Informationen
- Allgemeine Informationen
- GTIN 09783642426810
- Auflage 2013
- Sprache Englisch
- Genre Allgemeines & Lexika
- Lesemotiv Verstehen
- Größe H235mm x B155mm x T16mm
- Jahr 2014
- EAN 9783642426810
- Format Kartonierter Einband
- ISBN 3642426816
- Veröffentlichung 09.08.2014
- Titel Geometry of Knowledge for Intelligent Systems
- Autor Germano Resconi
- Untertitel Studies in Computational Intelligence 407
- Gewicht 446g
- Herausgeber Springer Berlin Heidelberg
- Anzahl Seiten 292