. .
Deutsch
Deutschland
Ähnliche Bücher
Weitere, andere Bücher, die diesem Buch sehr ähnlich sein könnten:
Buch verkaufen
Anbieter, die das Buch mit der ISBN 9783642098611 ankaufen:
Suchtools
Anmelden

Anmelden mit Facebook:

Registrieren
Passwort vergessen?


Such-Historie
Merkliste
Links zu eurobuch.de

Dieses Buch teilen auf…
Buchtipps
Aktuelles
Tipp von eurobuch.de
Werbung
FILTER
- 0 Ergebnisse
Kleinster Preis: 152,33 €, größter Preis: 160,49 €, Mittelwert: 158,86 €
Design And Analysis Of Learning Classifier Systems
Vergriffenes Buch, derzeit bei uns nicht verfügbar.
(*)
Design And Analysis Of Learning Classifier Systems - neues Buch

ISBN: 9783642098611

ID: 11184961

This book is probably best summarized as providing a principled foundation for Learning Classi?er Systems. Something is happening in LCS, and particularly XCS and its variants that clearly often produces good results. Jan Drug- itsch wishes to understand this from a broader machine learning perspective and thereby perhaps to improve the systems. His approach centers on choosing a statistical de This book is probably best summarized as providing a principled foundation for Learning Classi?er Systems. Something is happening in LCS, and particularly XCS and its variants that clearly often produces good results. Jan Drug- itsch wishes to understand this from a broader machine learning perspective and thereby perhaps to improve the systems. His approach centers on choosing a statistical de?nition - derived from machine learning - of "a good set of cl- si?ers", based on a model according to which such a set represents the data. For an illustration of this approach, he designs the model to be close to XCS, and tests it by evolving a set of classi?ers using that de?nition as a? tness criterion, seeing ifthe setprovidesa goodsolutionto twodi?erent function approximation problems. It appears to, meaning that in some sense his de?nition of "good set of classi?ers" (also, in his terms, a good model structure) captures the essence, in machine learning terms, of what XCS is doing. In the process of designing the model, the author describes its components and their training in clear detail and links it to currently used LCS, giving rise to recommendations for how those LCS can directly gain from the design of the model and its probabilistic formulation. The seeming complexity of evaluating the quality ofa set ofclassi?ersis alleviatedby giving analgorithmicdescription of how to do it, which is carried out via a simple Pittsburgh-style LCS. Books, Computing~~Computer Science~~Artificial Intelligence, Design And Analysis Of Learning Classifier Systems~~Book~~9783642098611~~Jan Drugowitsch, , , , , , , , , ,, [PU: Springer, Berlin/Heidelberg/New York, NY]

Neues Buch Hive.co.uk
MPN: , SKU 11184961 Versandkosten:zzgl. Versandkosten
Details...
(*) Derzeit vergriffen bedeutet, dass dieser Titel momentan auf keiner der angeschlossenen Plattform verfügbar ist.
Design and Analysis of Learning Classifier Systems - Drugowitsch, Jan
Vergriffenes Buch, derzeit bei uns nicht verfügbar.
(*)
Drugowitsch, Jan:
Design and Analysis of Learning Classifier Systems - Taschenbuch

2010, ISBN: 9783642098611

[ED: Softcover], [PU: Springer, Berlin], This book is probably best summarized as providing a principled foundation for Learning Classi?er Systems. Something is happening in LCS, and particularly XCS and its variants that clearly often produces good results. Jan Drug- itsch wishes to understand this from a broader machine learning perspective and thereby perhaps to improve the systems. His approach centers on choosing a statistical de?nition derived from machine learning of a good set of cl- si?ers , based on a model according to which such a set represents the data. For an illustration of this approach, he designs the model to be close to XCS, and tests it by evolving a set of classi?ers using that de?nition as a ?tness criterion, seeing ifthe setprovidesa goodsolutionto twodi?erent function approximation problems. It appears to, meaning that in some sense his de?nition of good set of classi?ers (also, in his terms, a good model structure) captures the essence, in machine learning terms, of what XCS is doing. In the process of designing the model, the author describes its components and their training in clear detail and links it to currently used LCS, giving rise to recommendations for how those LCS can directly gain from the design of the model and its probabilistic formulation. The seeming complexity of evaluating the quality ofa set ofclassi?ersis alleviatedby giving analgorithmicdescription of how to do it, which is carried out via a simple Pittsburgh-style LCS.2010. xiv, 267 S. 8 Tabellen,. 235 mmVersandfertig in 3-5 Tagen

Neues Buch Booklooker.de
buecher.de GmbH & Co. KG
Versandkosten:zzgl. Versandkosten
Details...
(*) Derzeit vergriffen bedeutet, dass dieser Titel momentan auf keiner der angeschlossenen Plattform verfügbar ist.
Drugowitsch, Jan: Design and Analysis of Learning Classifier Systems
Vergriffenes Buch, derzeit bei uns nicht verfügbar.
(*)
Drugowitsch, Jan: Design and Analysis of Learning Classifier Systems - neues Buch

2008, ISBN: 9783642098611

ID: 106863007

A Probabilistic Approach Studies in Computational Intelligence. Softcover reprint of hardcover 1st ed. 2008. A Probabilistic Approach Studies in Computational Intelligence. Softcover reprint of hardcover 1st ed. 2008. Bücher > English, International > Gebundene Ausgaben, [PU: Springer, Berlin/Heidelberg/New York, NY]

Neues Buch eBook.de
No. 13771907 Versandkosten:zzgl., Versandkosten, DE (EUR 0.00)
Details...
(*) Derzeit vergriffen bedeutet, dass dieser Titel momentan auf keiner der angeschlossenen Plattform verfügbar ist.
Drugowitsch, Jan: Design and Analysis of Learning Classifier Systems
Vergriffenes Buch, derzeit bei uns nicht verfügbar.
(*)
Drugowitsch, Jan: Design and Analysis of Learning Classifier Systems - neues Buch

2008, ISBN: 9783642098611

ID: 174155538

A Probabilistic Approach Studies in Computational Intelligence. Softcover reprint of hardcover 1st ed. 2008. A Probabilistic Approach Studies in Computational Intelligence. Softcover reprint of hardcover 1st ed. 2008. Bücher > Ratgeber > Computer Internet, [PU: Springer, Berlin/Heidelberg/New York, NY]

Neues Buch eBook.de
No. 13771907 Versandkosten:zzgl., Versandkosten, DE (EUR 0.00)
Details...
(*) Derzeit vergriffen bedeutet, dass dieser Titel momentan auf keiner der angeschlossenen Plattform verfügbar ist.
Design and Analysis of Learning Classifier Systems - Jan Drugowitsch
Vergriffenes Buch, derzeit bei uns nicht verfügbar.
(*)
Jan Drugowitsch:
Design and Analysis of Learning Classifier Systems - Taschenbuch

2010, ISBN: 9783642098611

Gebundene Ausgabe, ID: 14927799

A Probabilistic Approach, Softcover reprint of hardcover 1st ed. 2008, Softcover, Buch, [PU: Springer Berlin]

Neues Buch Lehmanns.de
Versandkosten:Versand in 7-9 Tagen, , Versandkostenfrei innerhalb der BRD (EUR 0.00)
Details...
(*) Derzeit vergriffen bedeutet, dass dieser Titel momentan auf keiner der angeschlossenen Plattform verfügbar ist.

Details zum Buch
Design and Analysis of Learning Classifier Systems
Autor:

Drugowitsch, Jan

Titel:

Design and Analysis of Learning Classifier Systems

ISBN-Nummer:

This book provides a comprehensive introduction to the design and analysis of Learning Classifier Systems (LCS) from the perspective of machine learning. LCS are a family of methods for handling unsupervised learning, supervised learning and sequential decision tasks by decomposing larger problem spaces into easy-to-handle subproblems. Contrary to commonly approaching their design and analysis from the viewpoint of evolutionary computation, this book instead promotes a probabilistic model-based approach, based on their defining question "What is an LCS supposed to learn?". Systematically following this approach, it is shown how generic machine learning methods can be applied to design LCS algorithms from the first principles of their underlying probabilistic model, which is in this book - for illustrative purposes - closely related to the currently prominent XCS classifier system. The approach is holistic in the sense that the uniform goal-driven design metaphor essentially covers all aspects of LCS and puts them on a solid foundation, in addition to enabling the transfer of the theoretical foundation of the various applied machine learning methods onto LCS. Thus, it does not only advance the analysis of existing LCS but also puts forward the design of new LCS within that same framework.

Detailangaben zum Buch - Design and Analysis of Learning Classifier Systems


EAN (ISBN-13): 9783642098611
ISBN (ISBN-10): 3642098614
Gebundene Ausgabe
Taschenbuch
Erscheinungsjahr: 2010
Herausgeber: Springer-Verlag GmbH
284 Seiten
Gewicht: 0,433 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 16.08.2012 12:30:13
Buch zuletzt gefunden am 31.05.2017 16:29:26
ISBN/EAN: 9783642098611

ISBN - alternative Schreibweisen:
3-642-09861-4, 978-3-642-09861-1


< zum Archiv...
Benachbarte Bücher