Hello BTech Computer Science Engineering students, I am sharing the Soft Computing PDF class lecture notes, eBook, book as per the BTech Computer Science Engineering course syllabus. This Soft Computing quick revision notes will help you score more marks and help study in less time.
List of topics covered in Soft Computing quick revision PDF Hand written class notes, book, eBook for BTech Computer Science Engineering:
Basic tools of soft Computing
Fuzzy logic, Neural Networks and Evolutionary Computing, Approximations of Multivariate
MLP: error back propagation, Generalized delta rule
Non-linear Error surface and optimization
Radial basis function networks and least square training algorithm
Fuzzy Logic Systems, Kohenen self organizing map
learning vector quantization network
Crisp and fuzzy sets, Basic set operations
Zadeh compositional rule of inference, Genetic algorithms : Basic concepts,fitness function
Defuzzification, Fuzzy logic control: Mamdani
Applications to pattern, Differences of GA and traditional optimization methods
Neural networks : Single layer, Networks, Perceptron
Basic genetic programming concepts & Applications
Please click the download link below to get Soft Computing quick revision PDF Hand written class notes, book, eBook file for BTech Computer Science Engineering syllabus.
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