Course module
Paper 2 | Soft Computing — UPPSC Polytechnic Lecturer (Computer Science) Course
Explore the module outline and lessons below. Enroll free to begin studying here.
Return to /learn/UPPSC-POLYTECHNIC-LECTURER-2025-CS/paper-2-soft-computing after enrolling
- Lessons
- 76
- Duration
- 7 hr 16 min
- PYQs
- 5
- Practice
- 178
3% of this course's PYQ weight is covered in this module.
Syllabus index
Lessons in this module
Fuzzy Sets
Fundamentals of Fuzzy Sets
Definitions and Operations
Fuzzy Arithmetic and Membership Functions
T-Norms and S-Norms
Fuzzy Relations and Composition
Fuzzy Systems and Inference Models
Artificial Neural Networks
Introduction to Artificial Neural Networks
Perceptron and Activation Functions
Multi-Layer Perceptron and Backpropagation
Neural Network Architectures
Training of Hopfield Networks
Unsupervised Learning and Clustering
Genetic Algorithms
Fundamentals of Genetic Algorithms
Genetic Operators: Crossover and Mutation
Module lessons
Previous-year questions
PYQ collectionPYQ Questions1 questionsPYQ collectionPYQ Questions1 questionsPYQ collectionPYQ Questions2 questionsPYQ collectionPYQ Questions2 questionsPYQ collectionPYQ Questions2 questionsPYQ collectionPYQ Questions1 questionsPYQ collectionPYQ Questions1 questionsPYQ collectionPYQ Questions5 questions
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- Paper 1 | General Hindi
- Paper 2 | General Studies
- Paper 1 | Programming Language
- Paper 1 | Database Management Systems
- Paper 1 | Cyber Security
- Paper 1 | Computer Organization and Architecture
- Paper 1 | Computer Networks
- Paper 1 | Design and Analysis of Algorithms
- Paper 1 | Data Structures
- Paper 1 | Discrete Structures and Theory of Logic
- Paper 1 | Software Project Management
- Paper 2 | Operating Systems
- Paper 2 | Compiler Design
- Paper 2 | Artificial Intelligence & High Performance Computing
- Paper 2 | Image Processing
- Paper 2 | Software Engineering
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- Paper 2 | Web Technologies
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