Intelligent Control: Principles, Techniques And ApplicationsThis book introduces the development process, structural theories and research areas of intelligent control; explains the knowledge representations, searching and reasoning mechanisms as the fundamental techniques of intelligent control; studies the theoretical principles and architectures of various intelligent control systems; analyzes the paradigms of representative applications of intelligent control; and discusses the research and development trends of the intelligent control.From the general point of view, this book possesses the following features: updated research results both in theory and application that reflect the latest advances in intelligent control; closed connection between theory and practice that enables readers to use the principles to their case studies and practical projects; and comprehensive materials that helps readers in understanding and learning. |
From inside the book
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Page vii
... Intelligent control is one of the newest interdisciplinary courses today . Intelligent control has closed interconnections with artificial intelligence , system theory , cybernetics , operation research , informatics , cognitive ...
... Intelligent control is one of the newest interdisciplinary courses today . Intelligent control has closed interconnections with artificial intelligence , system theory , cybernetics , operation research , informatics , cognitive ...
Page viii
... intelligent control and their applications . The outlines are as follows : 1. Introduces the development process , structural ... artificial intelligence and essential mathematical prerequisites . We only present a limited amount of the ...
... intelligent control and their applications . The outlines are as follows : 1. Introduces the development process , structural ... artificial intelligence and essential mathematical prerequisites . We only present a limited amount of the ...
Page xi
... Intelligent Control 1.2.1 Automation and Artificial Intelligence 1.2.2 Development of Intelligent Control What Is Intelligent Control ? 1.3.1 Definition of Intelligent Control 1.3.2 Features of Intelligent Control 1.4 Structural Theories of ...
... Intelligent Control 1.2.1 Automation and Artificial Intelligence 1.2.2 Development of Intelligent Control What Is Intelligent Control ? 1.3.1 Definition of Intelligent Control 1.3.2 Features of Intelligent Control 1.4 Structural Theories of ...
Page xv
... Machine Learning 308 8.2.1 Basic Strategies and Structure of Machine Learning 308 8.2.2 Paradigms of Machine Learning 311 8.3 Schemes of Learning Control 316 8.3.1 Pattern Recognition - Based Learning Control 317 8.3.2 Iterative ...
... Machine Learning 308 8.2.1 Basic Strategies and Structure of Machine Learning 308 8.2.2 Paradigms of Machine Learning 311 8.3 Schemes of Learning Control 316 8.3.1 Pattern Recognition - Based Learning Control 317 8.3.2 Iterative ...
Page 1
... intelligent machine will fundamentally change the fashion of the work and life of human being . The emergence and development of the Artificial Intelligence ( AI ) has great significance . In the short term , AI could be seen as a part ...
... intelligent machine will fundamentally change the fashion of the work and life of human being . The emergence and development of the Artificial Intelligence ( AI ) has great significance . In the short term , AI could be seen as a part ...
Contents
1 | |
CHAPTER 2 METHODOLOGIES OF KNOWLEDGE REPRESENTATION | 35 |
CHAPTER 3 GENERAL INFERENCE PRINCIPLES | 64 |
CHAPTER 4 HIERARCHICAL CONTROL SYSTEMS | 87 |
CHAPTER 5 EXPERT CONTROL SYSTEMS | 139 |
CHAPTER 6 FUZZY CONTROL SYSTEMS | 182 |
CHAPTER 7 NEUROCONTROL SYSTEMS | 242 |
CHAPTER 8 LEARNING CONTROL SYSTEM | 302 |
CHAPTER 9 INTELLIGENT CONTROL SYSTEMS IN APPLICATIONS | 353 |
CHAPTER 10 PROSPECTTVES OF INTELLGENT CONTROL | 432 |
BIOGRAPHY | 441 |
SUBJECT INDEX | 443 |
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Common terms and phrases
activities adaptive control application architecture artificial intelligence automatic control Automation CMAC cognitive complex components control process control rules control strategy coordination level defined Definition defuzzification diagnosis dynamic entropy Equation error example expert control system expert system fault feedback fuzzy control system fuzzy logic fuzzy relation fuzzy sets fuzzy system genetic algorithm goal graph heuristic hierarchical intelligent control human hybrid IEEE IEEE Trans implemented inference engine input intelligent control system intelligent machines interface isoflurane iterative learning control knowledge base knowledge representation knowledge-based layer learning algorithm learning control system linguistic measurement membership function method module neural network neurocontrol neuron NN-based node nonlinear on-line operation optimal organization level parameters performance Petri net PID controller planning plant Proc procedure real-time reasoning repetitive events represent robotic systems semantic network sensors shown in Figure signal simulation solved structure symbol task techniques variables vector