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Soft Computing Techniques and its Applications in Electrical Engineering /
Taking inspiration from the brain structure (neurons), linguistic rather than precise way of description by humans (not so cold, very warm), genetics and the behaviour of birds and ants in the nature, new techniques for the solution of various problems have been developed over the past three decades...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2008.
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| Edición: | 1st ed. 2008. |
| Colección: | Studies in Computational Intelligence,
103 |
| Temas: | |
| Acceso en línea: | Texto Completo |
MARC
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| 001 | 978-3-540-77481-5 | ||
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| 024 | 7 | |a 10.1007/978-3-540-77481-5 |2 doi | |
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| 100 | 1 | |a Chaturvedi, Devendra K. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 0 | |a Soft Computing |h [electronic resource] : |b Techniques and its Applications in Electrical Engineering / |c by Devendra K. Chaturvedi. |
| 250 | |a 1st ed. 2008. | ||
| 264 | 1 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg : |b Imprint: Springer, |c 2008. | |
| 300 | |a XXII, 612 p. 320 illus. |b online resource. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
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| 490 | 1 | |a Studies in Computational Intelligence, |x 1860-9503 ; |v 103 | |
| 505 | 0 | |a to Soft Computing -- Life History of Brain -- Artificial Neural Network and Supervised Learning -- Factors Affecting the Performance of Artificial Neural Network Models -- Development of Generalized Neuron and Its Validation -- Applications of Generalized Neuron Models -- to Fuzzy Set Theoretic Approach -- Applications of Fuzzy Rule Based System -- Genetic Algorithms -- Applications of Genetic Algorithms to Load Forecasting Problem -- Synergism of Genetic Algorithms and Fuzzy Systems for Power System Applications -- Integration of Neural Networks and Fuzzy Systems -- ANN - GA-Fuzzy Synergism and Its Applications. | |
| 520 | |a Taking inspiration from the brain structure (neurons), linguistic rather than precise way of description by humans (not so cold, very warm), genetics and the behaviour of birds and ants in the nature, new techniques for the solution of various problems have been developed over the past three decades or so. All these techniques are broadly classified as artificial intelligence or computational intelligence. Artificial intelligence encompasses methods like artificial neural networks and fuzzy logic. Computational intelligence includes optimization methods such as genetic algorithm, evolutionary algorithm, arts colony, particle swarm optimization, etc. and their variations. Feasibility of the application of these techniques in various control and optimization problems has been investigated extensively and these techniques have been applied to physical systems in a number of cases. With the computational power now available, importance of this relatively new branch of knowledge, that is heavily dependent on soft computing, will grow significantly in the future. The appearance of a book like this one helps spread awareness about the new techniques based on soft computing and is thus a welcome addition. In this book a cross-section of these techniques is introduced and their applications illustrated by examples from physical systems based on the author's own research. It will provide a good introduction to a reader interested in this subject. Om P. Malik, Professor Emeritus, University of Calgary. | ||
| 650 | 0 | |a Artificial intelligence. | |
| 650 | 0 | |a Engineering mathematics. | |
| 650 | 0 | |a Engineering-Data processing. | |
| 650 | 0 | |a Electrical engineering. | |
| 650 | 1 | 4 | |a Artificial Intelligence. |
| 650 | 2 | 4 | |a Mathematical and Computational Engineering Applications. |
| 650 | 2 | 4 | |a Electrical and Electronic Engineering. |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9783540870142 |
| 776 | 0 | 8 | |i Printed edition: |z 9783642096228 |
| 776 | 0 | 8 | |i Printed edition: |z 9783540774808 |
| 830 | 0 | |a Studies in Computational Intelligence, |x 1860-9503 ; |v 103 | |
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| 912 | |a ZDB-2-ENG | ||
| 912 | |a ZDB-2-SXE | ||
| 950 | |a Engineering (SpringerNature-11647) | ||
| 950 | |a Engineering (R0) (SpringerNature-43712) | ||