Computational Intelligence: Methods and Techniques

Description

This book focuses on various techniques of computational intelligence, both single ones and those which form hybrid methods. Those techniques are today commonly applied issues of artificial intelligence, e.g. to process speech and natural language, build expert systems and robots. The first part of the book presents methods of knowledge representation using different techniques, namely the rough sets, type-1 fuzzy sets and type-2 fuzzy sets. Next various neural network architectures are presented and their learning algorithms are derived. Moreover, the family of evolutionary algorithms is discussed, in particular the classical genetic algorithm, evolutionary strategies and genetic programming, including connections between these techniques and neural networks and fuzzy systems. In the last part of the book, various methods of data partitioning and algorithms of automatic data clustering are given and new neuro-fuzzy architectures are studied and compared.




http://rapidshare.com/files/118561095/Computational_Intelligence.rar

having problems with time-outs again?

Disclaimer:
Contents of this page are indexed from this page for search purpose only. All actions are under your responsability. Email us to report illegal contents or external links and we'll remove them immediately.

Please check the description for download links if any or do a search to find alternative books.

Can't Download?
Please search mirrors if you can't find download links for "Computational Intelligence: Methods and Techniques" in "Description" and someone else may update the links. Check the comments when back to find any updates.

Search Mirrors
Maybe some mirror pages will be helpful, search this book at top of this page or click here to find more info.

1. Ebooks list page : 1724
2. Computational Intelligence Methods and Techniques
3. Modern Computational Intelligence Methods for the Interpretation of Medical Images (Studies in Computational Intelligence)
4. Computational Economics: A Perspective from Computational Intelligence (Computational Intelligence and Its Applications Series)
5. Computational Intelligence: Principles, Techniques and Applications
6. Computational Intelligence: Principles, Techniques and Applications
7. [share_ebook] Computational Intelligence and Feature Selection: Rough and Fuzzy Approaches (IEEE Press Series on Computational Intelligence)
8. Computational Intelligence and Feature Selection: Rough and Fuzzy Approaches (IEEE Press Series on Computational Intelligence)
9. Computational Intelligence in Medical Imaging: Techniques and Applications
10. Foundations of Computational Intelligence: Volume 6: Data Mining (Studies in Computational Intelligence)
11. Foundations of Computational Intelligence Volume 2: Approximate Reasoning (Studies in Computational Intelligence)
12. Computational Intelligence for Movement Sciences: Neural Networks and Other Emerging Techniques
13. Intelligent Data Mining: Techniques and Applications (Studies in Computational Intelligence)
14. Computational Intelligence for Movement Sciences: Neural Networks and Other Emerging Techniques
15. Intelligent Data Mining: Techniques and Applications (Studies in Computational Intelligence)
16. Computational Intelligence for Movement Sciences: Neural Networks and Other Emerging Techniques