Ebook: Geometry of knowledge for intelligent systems
Author: Resconi Germano
- Tags: Appl. Mathematics/Computational Methods of Engineering., Applications of Mathematics., Artificial intelligence., Engineering., Engineering mathematics., Mathematics., Agent, Calculus of tensors, Ingénierie, Intelligent agents (Computer software)--Mathematics, Logic Symbolic and mathematical, Soft Computing, Tensoranalysis, Visualisierung, Wissensrepräsentation, Electronic books, Intelligent agents (Computer software) -- Mathematics, Ingénierie, Wissensrepräsentation, Engineering, Artificial intelligence, Mathemat
- Series: Studies in computational intelligence 407
- Year: 2013
- Publisher: Springer
- City: New York;Berlin
- Language: English
- pdf
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.
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