Approximate Reasoning by Parts - 9783642269851
  • Approximate Reasoning by Parts - 9783642269851

Approximate Reasoning by Parts - 9783642269851

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The monograph offers a view on Rough Mereology, a tool for reasoning under uncertainty, which goes back to Mereology, formulated in terms of parts by Lesniewski, and borrows from Fuzzy Set Theory and Rough Set Theory ideas of the containment to a degree. The result is a theory based on the notion of a part to a degree. One can invoke here a formula Rough: Rough Mereology : Mereology = Fuzzy Set Theory : Set Theory. As with Mereology, Rough Mereology finds important applications in problems of Spatial Reasoning, illustrated in this monograph with examples from Behavioral Robotics. Due to its involvement with concepts, Rough Mereology offers new approaches to Granular Computing, Classifier and Decision Synthesis, Logics for Information Systems, and are--formulation of well--known ideas of Neural Networks and Many Agent Systems. All these approaches are discussed in this monograph. To make the exposition self--contained, underlying notions of Set Theory, Topology, and Deductive and Reductive Reasoning with emphasis on Rough and Fuzzy Set Theories along with a thorough exposition of Mereology both in Lesniewski and Whitehead--Leonard--Goodman--Clarke versions are discussed at length. It is hoped that the monograph offers researchers in various areas of Artificial Intelligence a new tool to deal with analysis of relations among concepts.
Product Details
10 Items

Data sheet

Type
Textbook
Author
Lech Polkowski
Format
Paperback
Language
English
Item Height
235mm
Item Width
155mm
Number of Pages
346 Pages
Item Weight
552g
Publisher
Springer-Verlag Berlin AND Heidelberg Gmbh & Co. KG
Publication Year
2013

Specific References

ISBN
9783642269851
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