000 | 02316nam a22003855i 4500 | ||
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001 | 978-3-8348-8151-9 | ||
003 | DE-He213 | ||
005 | 20140220083332.0 | ||
007 | cr nn 008mamaa | ||
008 | 111118s2012 gw | s |||| 0|eng d | ||
020 |
_a9783834881519 _9978-3-8348-8151-9 |
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024 | 7 |
_a10.1007/978-3-8348-8151-9 _2doi |
|
050 | 4 | _aQA75.5-76.95 | |
072 | 7 |
_aUY _2bicssc |
|
072 | 7 |
_aCOM014000 _2bisacsh |
|
082 | 0 | 4 |
_a004 _223 |
100 | 1 |
_aEwald, Roland. _eauthor. |
|
245 | 1 | 0 |
_aAutomatic Algorithm Selection for Complex Simulation Problems _h[electronic resource] / _cby Roland Ewald. |
264 | 1 |
_aWiesbaden : _bVieweg+Teubner Verlag, _c2012. |
|
300 |
_aXXI, 382p. 101 illus., 20 illus. in color. _bonline resource. |
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336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
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338 |
_aonline resource _bcr _2rdacarrier |
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347 |
_atext file _bPDF _2rda |
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520 | _aTo 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. | ||
650 | 0 | _aComputer science. | |
650 | 1 | 4 | _aComputer Science. |
650 | 2 | 4 | _aComputer Science, general. |
710 | 2 | _aSpringerLink (Online service) | |
773 | 0 | _tSpringer eBooks | |
776 | 0 | 8 |
_iPrinted edition: _z9783834815422 |
856 | 4 | 0 | _uhttp://dx.doi.org/10.1007/978-3-8348-8151-9 |
912 | _aZDB-2-SCS | ||
999 |
_c103974 _d103974 |