Automatic algorithm selection for complex simulation problems
| Main Author: | Ewald, Roland, author |
|---|---|
| Format: | Book Bachelors |
| Terbitan: |
Springer
, 2012
|
| Subjects: | |
| Online Access: |
http://lib.ui.ac.id/file?file=digital/2015-9/20408222-Automatic Algorithm Selection for Complex Simulation Problems.pdf |
Daftar Isi:
- 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.