Automatic Algorithm Selection for Complex Simulation Problems is popular PDF and ePub book, written by Roland Ewald in 2011-11-20, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Automatic Algorithm Selection for Complex Simulation Problems can be Read Online from any device for your convenience.
Automatic Algorithm Selection for Complex Simulation Problems Book PDF Summary
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.
Detail Book of Automatic Algorithm Selection for Complex Simulation Problems PDF
- Author : Roland Ewald
- Release : 20 November 2011
- Publisher : Springer Science & Business Media
- ISBN : 9783834881519
- Genre : Computers
- Total Page : 387 pages
- Language : English
- PDF File Size : 13,5 Mb
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