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Recent Advances in Interval Type-2 Fuzzy Systems
This book reviews current state of the art methods for building intelligent systems using type-2 fuzzy logic and bio-inspired optimization techniques. Combining type-2 fuzzy logic with optimization algorithms, powerful hy-brid intelligent systems have been built using the advantages that each techni...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2012.
|
| Edición: | 1st ed. 2012. |
| Colección: | SpringerBriefs in Computational Intelligence,
1 |
| Temas: | |
| Acceso en línea: | Texto Completo |
MARC
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| 001 | 978-3-642-28956-9 | ||
| 003 | DE-He213 | ||
| 005 | 20220118015352.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 120418s2012 gw | s |||| 0|eng d | ||
| 020 | |a 9783642289569 |9 978-3-642-28956-9 | ||
| 024 | 7 | |a 10.1007/978-3-642-28956-9 |2 doi | |
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| 100 | 1 | |a Castillo, Oscar. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 0 | |a Recent Advances in Interval Type-2 Fuzzy Systems |h [electronic resource] / |c by Oscar Castillo, Patricia Melin. |
| 250 | |a 1st ed. 2012. | ||
| 264 | 1 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg : |b Imprint: Springer, |c 2012. | |
| 300 | |a X, 90 p. 52 illus., 35 illus. in color. |b online resource. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a text file |b PDF |2 rda | ||
| 490 | 1 | |a SpringerBriefs in Computational Intelligence, |x 2625-3712 ; |v 1 | |
| 505 | 0 | |a Introduction -- Type-2 Fuzzy Logic Systems -- Bio-Inspired Optimization Methods -- Overview of Genetic Algorithms Applied in the Optimization of Type-2 Fuzzy Systems -- Particle Swarm Optimization in the Design of Type-2 Fuzzy Systems -- Ant Colony Optimization Algorithms for the Design of Type-2 Fuzzy Systems -- Other Methods for Optimization of Type-2 Fuzzy Systems -- Simulation Results Illustrating the Optimization of Type-2 Fuzzy Controllers -- Genetic Optimization of Interval Type-2 Fuzzy Sys-tems for Hardware Implementation on FPGAs -- General Overview of the Area and Future Trends. | |
| 520 | |a This book reviews current state of the art methods for building intelligent systems using type-2 fuzzy logic and bio-inspired optimization techniques. Combining type-2 fuzzy logic with optimization algorithms, powerful hy-brid intelligent systems have been built using the advantages that each technique offers. This book is intended to be a reference for scientists and engineers interested in applying type-2 fuzzy logic for solving problems in pattern recognition, intelligent control, intelligent manufacturing, robotics and automation. This book can also be used as a reference for graduate courses like the following: soft computing, intelligent pattern recognition, computer vision, applied artificial intelligence, and similar ones. We con-sider that this book can also be used to get novel ideas for new lines of re-search, or to continue the lines of research proposed by the authors. | ||
| 650 | 0 | |a Computational intelligence. | |
| 650 | 0 | |a Artificial intelligence. | |
| 650 | 1 | 4 | |a Computational Intelligence. |
| 650 | 2 | 4 | |a Artificial Intelligence. |
| 700 | 1 | |a Melin, Patricia. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9783642289576 |
| 776 | 0 | 8 | |i Printed edition: |z 9783642289552 |
| 830 | 0 | |a SpringerBriefs in Computational Intelligence, |x 2625-3712 ; |v 1 | |
| 856 | 4 | 0 | |u https://doi.uam.elogim.com/10.1007/978-3-642-28956-9 |z Texto Completo |
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| 950 | |a Engineering (SpringerNature-11647) | ||
| 950 | |a Engineering (R0) (SpringerNature-43712) | ||