• Soft Computing Notes Download Pdf Online
• A-level Computing Notes
• Soft Computing Notes Pdf Free Download

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Soft Computing Notes Download Pdf Online

Ċ, 02_Fundamentals_of_Neural_Network.pdf. View Download, 415k, v. 1, Jul 9, 2012, 11:48 PM, Harish Rathod. Ċ, 03-Back_Propagation_Network.pdf. Hello guys, This Soft Computing ebook contains mostly all the topics. You can download the lecture notes in the PDF format.This ebook is very useful for the CS/IT. Dear viewer, especially for you, here is the free download of Engineering Soft Computing PDF Study Materials cum Hand Written Lecture Notes. Hint: Select the down arrow available on the top right on the download page to get the file [Save to your Desktop and/ Smart Phone].

A-level Computing Notes

1. Chapter 1: Introduction
2. Chapter 2: Fuzzy Sets
   1. 2.1 Crisp Sets: A Review
   2. 2.2 Fuzzy Sets
   3. 2.3 Fuzzy Membership Functions
   4. 2.5 Fuzzy Relations
   5. 2.6 Fuzzy Extension Principle
3. Chapter 3: Fuzzy Logic
   1. 3.1 Crisp Logic: A Review
   2. 3.2 Fuzzy Logic Basics
   3. 3.4 Fuzzy Rules
   4. 3.5 Fuzzy Reasoning
4. Chapter 4: Fuzzy Inference Systems
   1. 4.6 Defuzzification of the Resultant Aggregate Fuzzy Set
   2. 4.7 Fuzzy Controllers
5. Chapter 5: Rough Sets
6. Chapter 6: Artificial Neural Networks: Basic Concepts
   1. 6.1 Introduction
   2. 6.2 Computation in Terms of Patterns
   3. 6.4 The Perceptron
   4. 6.5 Neural Network Architectures
   5. 6.6 Activation Functions
   6. 6.7 Learning by Neural Nets
7. Chapter 7: Pattern Classifiers
8. Chapter 8: Pattern Associators
   1. 8.1 Auto-associative Nets
   2. 8.2 Hetero-associative Nets
   3. 8.3 Hopfield Networks
   4. 8.4 Bidirectional Associative Memory
9. Chapter 9: Competitive Neural Nets
   1. 9.1 The MAXNET
   2. 9.2 Kohonen’s Self-organizing Map (SOM)
   3. 9.3 Learning Vector Quantization (LVQ)
   4. 9.4 Adaptive Resonance Theory (ART)
10. Chapter 10: Backpropagation
    1. 10.1 Multi-layer Feedforward Net
    2. 10.3 The Backpropagation Algorithm
11. Chapter 11: Elementary Search Techniques
    1. 11.2 State Space Search
    2. 11.3 Exhaustive Search
    3. 11.4 Heuristic Search
12. Chapter 12: Advanced Search Strategies
    1. 12.1 Natural Evolution: A Brief Review
    2. 12.2 Genetic Algorithms (GAs)
    3. 12.3 Multi-objective Genetic Algorithms
13. Chapter 13: Hybrid Systems
    1. 13.1 Neuro-genetic Systems
    2. 13.2 Fuzzy-neural Systems

Soft Computing Notes Pdf Free Download

The present paper surveys the application of soft computing (SC) techniques in engineering design. Keywords: Engineering design; Soft computing; Fuzzy logic; Genetic algorithm; Neural. Lecture Notes in Computer Science, vol. B.Tech Course on Soft Computing, lecture notes in pdf format. For Slides, click on right side Buttons or Topics. Internet Explorer users, pl allow ActiveX Control.for blocked content, pdf files.