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Automatic Algorithm Selection for Complex Simulation Problems

Jezik EngleskiEngleski
Knjiga Meki uvez
Knjiga Automatic Algorithm Selection for Complex Simulation Problems Roland Ewald
Libristo kod: 01782405
Nakladnici Springer Fachmedien Wiesbaden, studeni 2011
To select the most suitable simulation algorithm for a given task is often difficult. This is due to... Cijeli opis
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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.§

Informacije o knjizi

Puni naziv Automatic Algorithm Selection for Complex Simulation Problems
Autor Roland Ewald
Jezik Engleski
Uvez Knjiga - Meki uvez
Datum izdanja 2011
Broj stranica 382
EAN 9783834815422
ISBN 383481542X
Libristo kod 01782405
Težina 526
Dimenzije 148 x 210 x 23
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