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QingXiang Wu
Computing Network Model for Intelligent Systems
Hybrid of neural networks, multi-knowledge, fuzzy logic, rough set, and Bayesian classifier
2010. 292 S. 220 x 150 mm
Verlag/Jahr: VDM VERLAG DR. MÜLLER 2010
ISBN: 3-639-22560-0 (3639225600)
Neue ISBN: 978-3-639-22560-0 (9783639225600)
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Scientists mimicked birds and eventually created airplanes using integration of biological principles and modern science and technology. In recent decades scientists have been trying to simulate intelligence in the brain, in which huge number of neurons forms powerful computing networks to perform intelligent behaviours. This book presented a framework of computing network models for artificial intelligent systems to mimic intelligent behaviours. The models are inspired from some biological principles, and furthermore they have been enhanced using hybrid of current artificial intelligent techniques such as machine learning, neural networks, multi-knowledge, fuzzy logic, rough set, Bayes classifier, and evidence reasoning theory. The key idea of the book is to encourage scientists to take more biological findings to build artificial intelligent systems. More importantly biologically inspired models should be extended to combine current artificial intelligent techniques to achieve high level intelligence in some specific aspects. The book presents a demonstration of the effort in implementation of intelligent behaviours using computing networks.
QingXiang Wu received the Ph.D. degree in intelligent systems from University of Ulster, U.K. He is currently a RCUK academic fellow in the School of Computing and Intelligent Systems in University of Ulster. He has fulfilled a role as a professor in the School of Physics and OptoElectronics Technology,Fujian Normal University,China.