By Hitoshi Iba,Yoshihiko Hasegawa,Topon Kumar Paul
What do monetary information prediction, day-trading rule improvement, and bio-marker choice have in universal? they're quite a few of the projects which may most likely be resolved with genetic programming and laptop studying recommendations. Written by means of leaders during this box, Applied Genetic Programming and computer Learning delineates the extension of Genetic Programming (GP) for functional purposes.
Reflecting swiftly constructing suggestions and rising paradigms, this ebook outlines tips on how to use laptop studying suggestions, make studying operators that successfully pattern a seek house, navigate the quest procedure throughout the layout of target health features, and think about the hunt functionality of the evolutionary procedure. It offers a strategy for integrating GP and desktop studying options, developing a powerful evolutionary framework for addressing projects from parts resembling chaotic time-series prediction, procedure id, monetary forecasting, type, and knowledge mining.
The ebook presents a place to begin for the learn of prolonged GP frameworks with the combination of a number of computer studying schemes. Drawing on empirical reports taken from fields resembling approach id, finanical engineering, and bio-informatics, it demonstrates how the proposed technique should be important in useful inductive challenge solving.
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Additional info for Applied Genetic Programming and Machine Learning (Crc Press International Series on Computational Intelligence)
Applied Genetic Programming and Machine Learning (Crc Press International Series on Computational Intelligence) by Hitoshi Iba,Yoshihiko Hasegawa,Topon Kumar Paul