Artificial organic networks [electronic resource] : artificial intelligence based on carbon networks / Hiram Ponce-Espinosa, Pedro Ponce-Cruz, Arturo Molina.

Artificial organic networks [electronic resource] : artificial intelligence based on carbon networks / Hiram Ponce-Espinosa, Pedro Ponce-Cruz, Arturo Molina.

9783319024721 electronic book
3319024728 electronic book
9783319024714

Cham : Springer, 2014.

English

1 online resource (xii, 228 pages) : illustrations (some color).

10.1007/978-3-319-02472-1 doi

Q335

006.3

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.

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Description based on online resource; title from PDF title page (SpringerLink, viewed November 18, 2013).

Studies in computational intelligence ; v.521. 1860-949X

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