CS6012 Soft Computing - All useful study materials

CS6012 Soft Computing Syllabus Notes Question Papers Question Bank with answers download

Download Question bank, Question papers, Notes, Syllabus for CS6012 Soft Computing (SC) regulation 2013 in PDF 

CS6012 Soft Computing study materials such as all 5 unit wise notes, question banks, 2 marks with answers (Part A), 16 marks questions (Part B), Previous year question papers, model question papers, Important Questions as well as ebook in pdf format have been provided.
Students can make use of the below table to access all study materials for free. CS6012 Soft Computing study materials are provided here in PDF as well as in word format. Students can download the ebook from our website freely or they get the source link related to the subject. Students can also download Computer Graphics related PPT's and PDF's which they can use it to prepare for their exams as well as for their taking up their seminar during college hours.

CS6012 Soft Computing Syllabus - SC Syllabus

Artificial neural network: Introduction, characteristics- learning methods – taxonomy – Evolution of neural networks- basic models - important technologies - applications. Fuzzy logic: Introduction - crisp sets- fuzzy sets - crisp relations and fuzzy relations: cartesian product of relation - classical relation, fuzzy relations, tolerance and equivalence relations, non-iterative fuzzy sets. Genetic algorithm- Introduction - biological background - traditional optimization and search techniques - Genetic basic concepts.

McCulloch-Pitts neuron - linear separability - hebb network - supervised learning network: perceptron networks - adaptive linear neuron, multiple adaptive linear neuron, BPN, RBF, TDNN- associative memory network: auto-associative memory network, hetero-associative memory network, BAM, hopfield networks, iterative autoassociative memory network & iterative associative memory network –unsupervised learning networks: Kohonen self organizing feature maps, LVQ – CP networks, ART network.

Membership functions: features, fuzzification, methods of membership value assignments-Defuzzification: lambda cuts - methods - fuzzy arithmetic and fuzzy measures: fuzzy arithmetic - extension principle - fuzzy measures - measures of fuzziness -fuzzy integrals - fuzzy rule base and approximate reasoning : truth values and tables, fuzzy propositions, formation of rules-decomposition of rules, aggregation of fuzzy rules, fuzzy reasoning-fuzzy inference systems-overview of fuzzy expert system-fuzzy decision making.

Genetic algorithm and search space - general genetic algorithm – operators - Generational cycle - stopping condition – constraints - classification - genetic programming – multilevel optimization – real life problem- advances in GA.

Neuro-fuzzy hybrid systems - genetic neuro hybrid systems - genetic fuzzy hybrid and fuzzy genetic hybrid systems - simplified fuzzy ARTMAP - Applications: A fusion approach of multispectral images with SAR, optimization of traveling salesman problem using genetic algorithm approach, soft computing based hybrid fuzzy controllers.

CS6012 Soft Computing (SC) - All useful study materials

Download CS6012 Soft Computing (SC) Notes Question Papers Question bank Important Questions with answers and online ebook using below table directly.
CS6012 Study Materials Download Link
CS6012 Syllabus Click here to download Syllabus
CS6012 Notes Click here to download Unit wise Notes
CS6012 Question Bank Click here to download Question Bank
CS6012 Question Papers Click here to download Question paper
CS6012 2 marks with Answers (Part A) Click here to download 2 marks with answers
CS6012 16 marks (Part B) Click here to download 16 marks
CS6012 Important Questions Click here to download important Questions
CS6012 eBook (online book PDF) Download link Click here to download ebook online
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