Neural fuzzy systems : a neuro-fuzzy synergism to intelligent systems

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. A textbook/disk package surveying important issues in fuzzy systems and neural networks and exploring the use of integrated systems. Examines three types of integrated systems neural fuzzy control systems, fuzzy neural networks, and fuzzy neural hybrid systems in detail, and looks at approximate reasoning, single- and multi-layer networks, and reinforcement training. Includes chapter problems, and appendices on simulating fuzzy logic systems and neural networks using toolboxes in MATLAB. For first- and second-year graduate students and professionals in engineering, computer science, and technology. Annotation c. by Book News, Inc., Portland, Or.