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:
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
Last edited by a moderator:
