Foundations of learning classifier systems
This volume brings together recent theoretical work in Learning Classifier Systems (LCS), which is a Machine Learning technique combining Genetic Algorithms and Reinforcement Learning. It includes self-contained background chapters on related fields (reinforcement learning and evolutionary computati...
Zapisane w:
| 1. autor: | |
|---|---|
| Kolejni autorzy: | , , |
| Format: | Livre numérique |
| Język: | Anglais |
| Wydane: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
[20..].
Cham : Springer Nature |
| Wydanie: | 1st ed. 2005. |
| Seria: | Studies in Fuzziness and Soft Computing
183 |
| Dostęp online: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Komentarz: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Foundations of learning classifier systems, Larry Bull, Tim Kovacs, Berlin, Springer-Verlag, 2005, 1 vol. (VI-336 p.), Studies in fuzziness and soft computing, 3-540-25073-5 • Foundations of Learning Classifier Systems, Texte imprimé, 9783540808282 • Foundations of Learning Classifier Systems, Texte imprimé, 9783642064135 • Foundations of learning classifier systems, Larry Bull, Tim Kovacs, Berlin, Springer-Verlag, 2005, 1 vol. (VI-336 p.), Studies in fuzziness and soft computing, 3-540-25073-5 |
| LEADER | 03591nam a22003977a 4500 | ||
|---|---|---|---|
| 001 | 948347 | ||
| 008 | 080409q2000 xx ||| |||| 00| 0 eng d | ||
| 009 | PPN123092612 | ||
| 020 | |a 9783540323969 | ||
| 041 | 0 | |a eng | |
| 082 | |a 519 | ||
| 100 | 1 | |a Bull, Larry. | |
| 245 | 1 | 0 | |a Foundations of learning classifier systems |c edited by Larry Bull, Tim Kovacs. |
| 250 | |a 1st ed. 2005. | ||
| 260 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg. | ||
| 260 | |a Cham : |b Springer Nature, |c [20..]. | ||
| 490 | 0 | |a Studies in Fuzziness and Soft Computing |v 183 |x 1860-0808 | |
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 505 | 1 | |a Section 1 Rule Discovery. Population Dynamics of Genetic Algorithms. Approximating Value Functions in Classifier Systems. Two Simple Learning Classifier Systems. Computational Complexity of the XCS Classifier System. An Analysis of Continuous-Valued Representations for Learning Classifier Systems Section 2 Credit Assignment. Reinforcement Learning: a Brief Overview. A Mathematical Framework for Studying Learning Classifier Systems. Rule Fitness and Pathology in Learning Classifier Systems. Learning Classifier Systems: A Reinforcement Learning Perspective. Learning Classifier Systems with Convergence and Generalization Section 3 Problem Characterization. On the Classification of Maze Problems. What Makes a Problem Hard? | |
| 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 This volume brings together recent theoretical work in Learning Classifier Systems (LCS), which is a Machine Learning technique combining Genetic Algorithms and Reinforcement Learning. It includes self-contained background chapters on related fields (reinforcement learning and evolutionary computation) tailored for a classifier systems audience and written by acknowledged authorities in their area - as well as a relevant historical original work by John Holland | ||
| 700 | 1 | |a Kovacs, Tim. |4 edt | |
| 700 | 1 | |a Bull, Larry, |d 19..- |4 pbd | |
| 700 | 1 | |a Kovacs, Tim, |d 19..- |4 pbd | |
| 776 | 0 | |0 137178255 |t Foundations of learning classifier systems |f Larry Bull, Tim Kovacs |c Berlin |n Springer-Verlag |d 2005 |p 1 vol. (VI-336 p.) |s Studies in fuzziness and soft computing |z 3-540-25073-5 | |
| 776 | 0 | |t Foundations of Learning Classifier Systems |b Texte imprimé |z 9783540808282 | |
| 776 | 0 | |t Foundations of Learning Classifier Systems |b Texte imprimé |z 9783642064135 | |
| 776 | 0 | |0 137178255 |t Foundations of learning classifier systems |f Larry Bull, Tim Kovacs |c Berlin |n Springer-Verlag |d 2005 |p 1 vol. (VI-336 p.) |s Studies in fuzziness and soft computing |z 3-540-25073-5 | |
| 856 | 4 | |q PDF |u https://doi.org/10.1007/b100387 |z Accès sur la plateforme de l'éditeur | |
| 856 | 4 | |u https://revue-sommaire.istex.fr/ark:/67375/8Q1-N5H4LFJB-P |z Accès sur la plateforme Istex | |
| 856 | 4 | |5 452349901:748042733 |u https://ezproxy.univ-orleans.fr/login?url=https://dx.doi.org/10.1007/b100387 |z Accès Université d'Orléans | |
| 856 | 4 | |5 180339901:751493856 |u https://ezproxy.insa-cvl.fr/login?qurl=https://dx.doi.org/10.1007/b100387 |z Accès INSA CVL | |
| 997 | |0 948347 |1 Livre numérique |a Ressource numérique |b INSA |b ENSA |c 0/Bibliothèque numérique/ |c 1/Bibliothèque numérique/Autre ressource numérique/ | ||