Role Model of Search in Agents? Parameter-Space

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985807%3A_____%2F11%3A00375613" target="_blank" >RIV/67985807:_____/11:00375613 - isvavai.cz</a>
Alternative codes found
RIV/00216208:11320/11:10103690
Result on the web
<a href="http://dx.doi.org/10.1109/ICMLA.2011.124" target="_blank" >http://dx.doi.org/10.1109/ICMLA.2011.124</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/ICMLA.2011.124" target="_blank" >10.1109/ICMLA.2011.124</a>

Result language
angličtina
Original language name
Role Model of Search in Agents? Parameter-Space
Original language description
In this article we elaborate the formal model of roles in computational multi-agent systems (CMAS) in description logic. The CMAS model is enriched by a role-based model representing search (e.g. hill-climbing, genetic algorithms) in general search space. The choice of solution representation is important for successful and quick finding of the optimal solution. We apply the search model to optimization in the parameter space of data mining methods and employ it in a meta-learning scenario.
Czech name
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Czech description
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Project
<a href="/en/project/GAP202%2F11%2F1368" target="_blank" >GAP202/11/1368: Learning of functional relationships from high-dimensional data</a><br>
Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)

Publication year
2011
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of the The 10th International Conference on Machine Learning and Applications
ISBN
978-0-7695-4607-0
ISSN
—
e-ISSN
—
Number of pages
4
Pages from-to
31-34
Publisher name
IEEE Computer Society
Place of publication
Piscataway
Event location
Honolulu
Event date
Dec 18, 2011
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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