Applied Genetic Programming and Machine Learning - 9780367385279

CRC Press

Applied Genetic Programming and Machine LearningAuthor(s): Hitoshi Iba, Yoshihiko Hasegawa, Topon Kumar Paul\nFormat: Paperback\nPublisher: Taylor & Francis Ltd, United Kingdom\nImprint: CRC Press\nISBN-13: 9780367385279, 978-0367385279\nSynopsis\nWhat do financial data prediction, day-trading rule development, and bio-marker selection have in common? They are just a few of the tasks that could potentially be resolved with genetic programming and machine learning techniques. Written by leaders in this field, Applied Genetic Programming and Machine Learning delineates the extension of Genetic Programming (GP) for practical applications. \n\nReflecting rapidly developing concepts and emerging paradigms, this book outlines how to use machine learning techniques, make learning operators that efficiently sample a search space, navigate the search process through the design of objective fitness functions, and examine the search performance of the evolutionary system. It provides a meth.