Tree-Structure based Hybrid Computational Intelligence : Theoretical Foundations and Applications
Research in computational intelligence is directed toward building thinking machines and improving our understanding of intelligence. As evident, the ultimate achievement in this field would be to mimic or exceed human cognitive capabilities including reasoning, recognition, creativity, emotions, un...
Guardat en:
| Autor principal: | |
|---|---|
| Format: | Livre numérique |
| Idioma: | Anglais |
| Publicat: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
[20..].
Cham : Springer Nature |
| Edició: | 1st ed. 2010. |
| Col·lecció: | Intelligent Systems Reference Library
2 |
| Accés en línia: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Nota: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Tree-Structure based Hybrid Computational Intelligence, Texte imprimé, 9783642047381 • Tree-Structure based Hybrid Computational Intelligence, Texte imprimé, 9783642047756 • Tree-Structure based Hybrid Computational Intelligence, Texte imprimé, 9783642261206 |
| LEADER | 03770nam a22003497a 4500 | ||
|---|---|---|---|
| 001 | 942887 | ||
| 008 | 110106q2000 xx ||| |||| 00| 0 eng d | ||
| 009 | PPN149054440 | ||
| 020 | |a 9783642047398 | ||
| 041 | 0 | |a eng | |
| 082 | |a 006.3 | ||
| 100 | 1 | |a Chen, Yuehui, |d 19..- | |
| 245 | 1 | 0 | |a Tree-Structure based Hybrid Computational Intelligence : |b Theoretical Foundations and Applications |c by Yuehui Chen, Ajith Abraham. |
| 250 | |a 1st ed. 2010. | ||
| 260 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg. | ||
| 260 | |a Cham : |b Springer Nature, |c [20..]. | ||
| 490 | 0 | |a Intelligent Systems Reference Library |v 2 |x 1868-4408 | |
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 505 | 1 | |a Foundations of Computational Intelligence Foundations of Computational Intelligence Flexible Neural Trees Flexible Neural Tree: Foundations and Applications Hierarchical Neural Networks Hierarchical Neural Networks Hierarchical Fuzzy Systems Hierarchical Fuzzy Systems Reverse Engineering of Dynamical Systems Reverse Engineering of Dynamic Systems Conclusions and Future Research Concluding Remarks and Further Research | |
| 506 | |a Accès en ligne pour les établissements français bénéficiaires des licences nationales | ||
| 506 | |a Accès soumis à abonnement pour tout autre établissement | ||
| 506 | |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 | ||
| 520 | |a Research in computational intelligence is directed toward building thinking machines and improving our understanding of intelligence. As evident, the ultimate achievement in this field would be to mimic or exceed human cognitive capabilities including reasoning, recognition, creativity, emotions, understanding, learning and so on. In this book, the authors illustrate an hybrid computational intelligence framework and it applications for various problem solving tasks. Based on tree-structure based encoding and the specific function operators, the models can be flexibly constructed and evolved by using simple computational intelligence techniques. The main idea behind this model is the flexible neural tree, which is very adaptive, accurate and efficient. Based on the pre-defined instruction/operator sets, a flexible neural tree model can be created and evolved. This volume comprises of 6 chapters including an introductory chapter giving the fundamental definitions and the last Chapter provides some important research challenges. Academics, scientists as well as engineers engaged in research, development and application of computational intelligence techniques and data mining will find the comprehensive coverage of this book invaluable | ||
| 776 | 0 | |t Tree-Structure based Hybrid Computational Intelligence |b Texte imprimé |z 9783642047381 | |
| 776 | 0 | |t Tree-Structure based Hybrid Computational Intelligence |b Texte imprimé |z 9783642047756 | |
| 776 | 0 | |t Tree-Structure based Hybrid Computational Intelligence |b Texte imprimé |z 9783642261206 | |
| 856 | 4 | |q PDF |u https://doi.org/10.1007/978-3-642-04739-8 |z Accès sur la plateforme de l'éditeur | |
| 856 | 4 | |u https://revue-sommaire.istex.fr/ark:/67375/8Q1-V937C1RX-3 |z Accès sur la plateforme Istex | |
| 856 | 4 | |5 452349901:747831556 |u https://ezproxy.univ-orleans.fr/login?url=https://doi.org/10.1007/978-3-642-04739-8 |z Accès Université d'Orléans | |
| 856 | 4 | |5 180339901:750848952 |u https://ezproxy.insa-cvl.fr/login?qurl=https://doi.org/10.1007/978-3-642-04739-8 |z Accès INSA CVL | |
| 997 | |0 942887 |1 Livre numérique |a Ressource numérique |b INSA |b ENSA |c 0/Bibliothèque numérique/ |c 1/Bibliothèque numérique/Autre ressource numérique/ | ||