Intelligent Control techniques are becoming important tools in both academia and industry. Methodologies developed in the field of soft-computing, such as neural networks, fuzzy systems and evolutionary computation, c...
详细信息
ISBN:
(数字)9781849190527
ISBN:
(纸本)9780863414893
Intelligent Control techniques are becoming important tools in both academia and industry. Methodologies developed in the field of soft-computing, such as neural networks, fuzzy systems and evolutionary computation, can lead to accommodation of more complex processes, improved performance and considerable time savings and cost reductions. The book is written at postgraduate level and comprises N chapters dealing with the following subjects: intelligent control systems; computational intelligence techniques; nonlinear system identification; nonlinear control; fuzzy systems; neural networks; multiobjective evolutionary computing solutions; adaptive local linear modelling; nonlinear dynamical systems; Gaussian process; nonlinear modelling; neuro-fuzzy model construction; nearly optimal control; reinforcement learning; multiagent control; and fault diagnosis.
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