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MDU Soft Computing - Sem III
No Units Titles Sub Titles Chapters
1 Unit 1 Introduction: Introduction to soft computing; introduction to biological and artificial neural network; introduction to fuzzy sets and fuzzy logic systems, Introduction to Genetic Algorithm, Genetic Operators and Parameters, Genetic Algorithms in Problem Solving, Theoretical Foundations of Genetic Algorithms, Implementation Issues VIEW CHAPTERS
2 Unit 2 Artificial neural networks and applications: Different artificial neural network models; learning in artificial neural networks; neural network applications in control systems, Neural Nets and applications of Neural Network VIEW CHAPTERS
3 Unit 3 Fuzzy systems and applications: fuzzy sets; fuzzy reasoning; fuzzy inference systems; fuzzy control; fuzzy clustering; applications of fuzzy systems, Neuro-fuzzy systems: neuro-fuzzy modeling; neuro-fuzzy control VIEW CHAPTERS
4 Unit 4 Applications Pattern Recognitions, Image Processing, Biological Sequence Alignment and Drug Design, Robotics and Sensors, Information Retrieval Systems, Share Market Analysis, Natural Language Processing VIEW CHAPTERS
 
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