Artificial Organic Networks Artificial Intelligence Based on Carbon Networks /

• Main Authors: Ponce-Espinosa, Hiram (Author), Ponce-Cruz, Pedro (Author), Molina, Arturo (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2014.
• Series: Studies in Computational Intelligence, 521
• Subjects: Engineering.; Biochemical engineering.; Artificial intelligence.; Computer simulation.; Computational intelligence.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).; Biochemical Engineering.; Simulation and Modeling.

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 desig...

Table of Contents:

• 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.