Automatic Algorithm Selection for Complex Simulation Problems - Tapa blanda

Ewald, Roland

9783834815422: Automatic Algorithm Selection for Complex Simulation Problems

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ISBN 10: 383481542X ISBN 13: 9783834815422

Editorial: Vieweg+Teubner Verlag, 2011

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To select the most suitable simulation algorithm for a given task is often difficult. This is due to intricate interactions between model features, implementation details, and runtime environment, which may strongly affect the overall performance. An automated selection of simulation algorithms supports users in setting up simulation experiments without demanding expert knowledge on simulation.

Roland Ewald analyzes and discusses existing approaches to solve the algorithm selection problem in the context of simulation. He introduces a framework for automatic simulation algorithm selection and describes its integration into the open-source modelling and simulation framework James II. Its selection mechanisms are able to cope with three situations: no prior knowledge is available, the impact of problem features on simulator performance is unknown, and a relationship between problem features and algorithm performance can be established empirically. The author concludes with an experimental evaluation of the developed methods.

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EditorialVieweg+Teubner Verlag
A�o de publicaci�n2011
ISBN 10 383481542X
ISBN 13 9783834815422
Encuadernaci�nTapa blanda
IdiomaIngl�s
N�mero de p�ginas404

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Automatic Algorithm Selection for Complex Simulation Problems

Ewald, Roland

Publicado por Vieweg+Teubner Verlag, 2011

ISBN 10: 383481542X ISBN 13: 9783834815422

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Automatic Algorithm Selection for Complex Simulation Problems

Roland Ewald

Publicado por Vieweg+Teubner Verlag, 2011

ISBN 10: 383481542X ISBN 13: 9783834815422

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Condici�n: Gut. Zustand: Gut - Neubindung, Buchschnitt leicht verk�rzt, Buchr�cken fehlerhaft geklebt , Seite besch�digt, 1. Auflage 2012 | Seiten: 404 | Sprache: Englisch | Produktart: Sonstiges. N� de ref. del art�culo: 10330101/13

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Automatic Algorithm Selection for Complex Simulation Problems

Ewald, Roland

Publicado por Vieweg+Teubner Verlag, 2011

ISBN 10: 383481542X ISBN 13: 9783834815422

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Automatic Algorithm Selection for Complex Simulation Problems

Ewald, Roland

Publicado por Springer 2011-11, 2011

ISBN 10: 383481542X ISBN 13: 9783834815422

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Automatic Algorithm Selection for Complex Simulation Problems

Ewald, Roland

Publicado por Vieweg+Teubner Verlag, 2011

ISBN 10: 383481542X ISBN 13: 9783834815422

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Automatic Algorithm Selection for Complex Simulation Problems

Roland Ewald

Publicado por Vieweg+Teubner Nov 2011, 2011

ISBN 10: 383481542X ISBN 13: 9783834815422

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Taschenbuch. Condici�n: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -To select the most suitable simulation algorithm for a given task is often difficult. This is due to intricate interactions between model features, implementation details, and runtime environment, which may strongly affect the overall performance. An automated selection of simulation algorithms supports users in setting up simulation experiments without demanding expert knowledge on simulation. Roland Ewald analyzes and discusses existing approaches to solve the algorithm selection problem in the context of simulation. He introduces a framework for automatic simulation algorithm selection and describes its integration into the open-source modelling and simulation framework James II. Its selection mechanisms are able to cope with three situations: no prior knowledge is available, the impact of problem features on simulator performance is unknown, and a relationship between problem features and algorithm performance can be established empirically. The author concludes with an experimental evaluation of the developed methods. 382 pp. Englisch. N� de ref. del art�culo: 9783834815422

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Automatic Algorithm Selection for Complex Simulation Problems

Roland Ewald

Publicado por Vieweg+Teubner Verlag, 2011

ISBN 10: 383481542X ISBN 13: 9783834815422

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Librería: AHA-BUCH GmbH, Einbeck, Alemania

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Taschenbuch. Condici�n: Neu. Druck auf Anfrage Neuware - Printed after ordering - To select the most suitable simulation algorithm for a given task is often difficult. This is due to intricate interactions between model features, implementation details, and runtime environment, which may strongly affect the overall performance. An automated selection of simulation algorithms supports users in setting up simulation experiments without demanding expert knowledge on simulation. Roland Ewald analyzes and discusses existing approaches to solve the algorithm selection problem in the context of simulation. He introduces a framework for automatic simulation algorithm selection and describes its integration into the open-source modelling and simulation framework James II. Its selection mechanisms are able to cope with three situations: no prior knowledge is available, the impact of problem features on simulator performance is unknown, and a relationship between problem features and algorithm performance can be established empirically. The author concludes with an experimental evaluation of the developed methods. N� de ref. del art�culo: 9783834815422

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Automatic Algorithm Selection for Complex Simulation Problems

Roland Ewald

Publicado por Vieweg+Teubner Verlag, 2011

ISBN 10: 383481542X ISBN 13: 9783834815422

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Condici�n: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. To select the most suitable simulation algorithm for a given task is often difficult. This is due to intricate interactions between model features, implementation details, and runtime environment, which may strongly affect the overall performance. An aut. N� de ref. del art�culo: 5379589

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