【内容简介】
This unparalleled book gives industrial researchers and practitioners a detailed analysis of practical issues in the development of applied intelligent systems, describing a wide range of design techniques and key elements of different applications. Equally useful for graduate students and others familiarizing themselves with the nuances of the field, it uses case studies, simulation examples and practical experimental results throughout to illustrate relevant theory and algorithms. Each technique is described with sufficient detail to help readers understand the complexities of real applications currently in play and how they can contribute to future ones.
【目次】
Ch. 1 Intelligent systems
Ch. 2 Modeling of nonlinear systems : fuzzy logic, neural networks, and neuro-fuzzy systems
Ch. 3 Efficient training algorithms
Ch. 4 Fuzzy inverse model development
Ch. 5 Model-based optimization
Ch. 6 Neural control
Ch. 7 Fuzzy control
Ch. 8 Stability analysis method
Ch. 9 Intelligent control for SISO nonlinear systems
Ch. 10 Intelligent control for MISO nonlinear systems
Ch. 11 Knowledge-based multivariable fuzzy control
Ch. 12 Model-based multivariable fuzzy control
Index