Background
Lin, Chin-Teng was born on December 22, 1963 in Tainan, Taiwan. Son of Ming-Te and Yu-Lu (Kuo) Lin.
(A general neural-network-based connectionist model, calle...)
A general neural-network-based connectionist model, called Fuzzy Neural Network (FNN), is proposed in this book for the realization of a fuzzy logic control and decision system. The FNN is a feedforward multi-layered network which integrates the basic elements and functions of a traditional fuzzy logic controller into a connectionist structure which has distributed learning abilities. In order to set up this proposed FNN, the author recommends two complementary structure/parameter learning algorithms, a two-phase hybrid learning algorithm and an on-line supervised structure/parameter learning algorithm. Both of the above two learning algorithms require exact supervised training data for learning. In some real-time applications, exact training data may be expensive or even impossible to get. To solve this reinforcement learning problem for real-world applications, a Reinforcement Fuzzy Neural Network (RFNN) is further proposed. Computer simulation examples are presented to illustrate the performance and applicability of the proposed FNN, RFNN and their associated learning algorithms for various applications.
http://www.amazon.com/gp/product/9810216130/?tag=2022091-20
(Neural Fuzzy Systems provides a comprehensive, up-to-date...)
Neural Fuzzy Systems provides a comprehensive, up-to-date introduction to the basic theories of fuzzy systems and neural networks, as well as an exploration of how these two fields can be integrated to create Neural-Fuzzy Systems. It includes Matlab software, with a Neural Network Toolkit, and a Fuzzy System Toolkit.
http://www.amazon.com/gp/product/0132351692/?tag=2022091-20
Lin, Chin-Teng was born on December 22, 1963 in Tainan, Taiwan. Son of Ming-Te and Yu-Lu (Kuo) Lin.
Bachelor of Science, National Chiao-Tung University, 1986. Master of Science, Purdue University, 1989. Doctor of Philosophy, Purdue University, 1992.
Research assistant, Purdue Intelligent Automation Laboratory, West Lafayette, Indiana, 1989-1991; postdoctoral research associate in electrical engineering, Purdue University, West Lafayette, 1992; associate professor department computer and information science, National Chiao-Tung U., Hsinchu, Taiwan, 1992-1993; associate professor department control engineering, National Chiao-Tung U., Hsinchu, Taiwan, 1993-1997; professor department electrical and control engineering, National Chiao-Tung U., Hsinchu, Taiwan, since 1997. Consultant Industrial Technology Research Institute, Hsinchu, since 1993, Chung-Shan Institute Science.and Technology, Lung-Tan, Taiwan, since 1993, Max See Industry Limited company, Taichung, Taiwan, since 1994.
(Neural Fuzzy Systems provides a comprehensive, up-to-date...)
(A general neural-network-based connectionist model, calle...)
(Will be shipped from US. Brand new copy.)
Member Institute of Electrical and Electronics Engineers (senior, vice president robotics and automation Taipei chapter, Most Notable Paper award 1992), Chinese Fuzzy Systems Association (executive council since 1993), Tau Beta Pi, Eta Kappa Nu.