| Description |
1 online resource (xx, 213 pages) : illustrations |
| Series |
Studies in fuzziness and soft computing, 1434-9922 ; v. 174 |
|
Studies in fuzziness and soft computing ; v. 174. 1434-9922
|
| Contents |
Intelligent techniques and computational intelligence -- Neuro-fuzzy based hybrid intelligent systems for fault diagnosis -- Neuro-fuzzy integration in hybrid intelligent systems -- Fuzzy rules extraction from connectionist structures -- Integration of explicit and implicit knowledge in hybrid intelligent systems -- Practical implementation aspects regarding real-world application of hybrid intelligent systems -- New trends of developing hybrid intelligent systems: AIS hybridization and DNA-hybridization -- Genetic algorithms based hybrid intelligent systems |
| Summary |
Hybrid Intelligent Systems has become an important research topic in computer science and application field in science and engineering. This book offers a gentle introduction to the engineering aspects of hybrid intelligent systems, also emphasizing the interrelation with the main intelligent technologies such as genetic algorithms - evolutionary computation, neural networks, fuzzy systems, evolvable hardware, DNA computing, artificial immune systems. A unitary whole of theory and application, the book provides readers with the fundamentals, background information, and practical methods for building a hybrid intelligent system. It treats a panoply of applications including many in industry, educational systems, forecasting, financial engineering, and bioinformatics. This volume is useful to newcomers in the field because it quickly familiarizes them with engineering elements of developing hybrid intelligent systems and a wide range of real applications, including non-industrial applications. Researchers, developers and technically oriented managers can use the book for developing both new hybrid intelligent systems approaches and new applications requiring the hybridization of the typical tools and concepts to Computational Intelligence |
| Bibliography |
Includes bibliographical references (pages 195-213) |
| Notes |
Print version record |
| In |
Springer eBooks |
| Subject |
Computational intelligence.
|
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Fuzzy logic.
|
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Artificial intelligence.
|
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Mathematics.
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artificial intelligence.
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mathematics.
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applied mathematics.
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Ingénierie.
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Computational intelligence
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Fuzzy logic
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| Form |
Electronic book
|
| Author |
Neagu, Daniel
|
|
Palade, Vasile, 1964-
|
| LC no. |
2004116663 |
| ISBN |
3540232192 |
|
9783540232193 |
|
9783540323693 |
|
3540323694 |
|
6611389822 |
|
9786611389826 |
|
