Introduction to Soft Computing
Publisher: Bookboon.com
Published: 2013
ISBN-13: 9788740303919
Table of contents: title: Content; title: Abstract; title: 1. What does Soft Computing mean?; title: 1.1. Definition of Soft Computing; title: 1.2. Conception of Soft Computing; title: 1.3. Importance of Soft Computing; title: 1.4. The Soft Computing – development history; title: 2. Fuzzy Computing; title: 2.1. Fuzzy sets; title: 2.2. Fuzzy control; title: 3. Evolutionary Computing; title: 3.1. Evolutionary algorithms; title: 3.2. Genetic algorithms; title: 3.3. Genetic programming; title: 3.4. Differential evolution; title: 4. Neural Computing; title: 4.1. The brain as an information processing system; title: 4.2. Introduction to neural networks; title: 4.3. The perceptron; title: 4.4. Multilayer networks; title: 4.5. Kohonen self-organizing maps; title: 4.6. Hopfield networks; title: 5. Probabilistic Computation; title: 6. Conclusion; title: 7. References; title: 8. List of Figures; title: 9. List of Tables; title: 10. Endnotes