Artificial organic networks [electronic resource] : artificial intelligence based on carbon networks / Hiram Ponce-Espinosa, Pedro Ponce-Cruz, Arturo Molina.
Ponce-Espinosa, Hiram, author.; Ponce Cruz, Pedro, author.; Molina, A. (Arturo), author.
2014
Q335
Available Online

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Title Artificial organic networks [electronic resource] : artificial intelligence based on carbon networks / Hiram Ponce-Espinosa, Pedro Ponce-Cruz, Arturo Molina.
Author Ponce-Espinosa, Hiram, author.
ISBN 9783319024721 electronic book
3319024728 electronic book
9783319024714
DOI https://doi.org/10.1007/978-3-319-02472-1
Published Cham : Springer, 2014.
Language English
Description 1 online resource (xii, 228 pages) : illustrations (some color).
Item Number 10.1007/978-3-319-02472-1 doi
Call Number Q335
Dewey Decimal Classification 006.3
Summary This monograph describes the synthesis and use of biologically-inspired artificial hydrocarbon networks (AHNs) for approximation models associated with machine learning and a novel computational algorithm with which to exploit them. The reader is first introduced to various kinds of algorithms designed to deal with approximation problems and then, via some conventional ideas of organic chemistry, to the creation and characterization of artificial organic networks and AHNs in particular. The advantages of using organic networks are discussed with the rules to be followed to adapt the network to its objectives. Graph theory is used as the basis of the necessary formalism.
Access Note Access limited to authorized users.
Source of Description Description based on online resource; title from PDF title page (SpringerLink, viewed November 18, 2013).
Added Author Ponce Cruz, Pedro, author.
Molina, A. (Arturo), author.
Series Studies in computational intelligence ; v.521. 1860-949X
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Introduction to Modeling Problems
Chemical Organic Compounds
Artificial Organic Networks
Artificial Hydrocarbon Networks
Enhancements of Artificial Hydrocarbon Networks
Notes on Modeling Problems Using Artificial Hydrocarbon Networks
Applications of Artificial Hydrocarbon Networks
Appendices.

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