| bibtype |
L4 -
Prototype, methodology, f. module, software
|
| ARLID |
0331836 |
| utime |
20240103192331.0 |
| mtime |
20100106235959.9 |
| title
(primary) (eng) |
Bayesian Decision Making library |
| publisher |
|
| title
(cze) |
BDM programová knihovna |
| keyword |
Bayesian decision making |
| keyword |
Bayesian filtering |
| keyword |
stochastic control |
| author
(primary) |
| ARLID |
cav_un_auth*0101207 |
| name1 |
Šmídl |
| name2 |
Václav |
| institution |
UTIA-B |
| full_dept |
Department of Adaptive Systems |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| author
|
| ARLID |
cav_un_auth*0234872 |
| name1 |
Pištěk |
| name2 |
Miroslav |
| institution |
UTIA-B |
| full_dept |
Department of Decision Making Theory |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| cas_special |
| project |
| project_id |
1M0572 |
| agency |
GA MŠk |
| ARLID |
cav_un_auth*0001814 |
|
| project |
| project_id |
GP102/08/P250 |
| agency |
GA ČR |
| ARLID |
cav_un_auth*0241640 |
|
| research |
CEZ:AV0Z10750506 |
| abstract
(eng) |
Bayesian decision making library is a systematic software image of Bayesian theory of decision making. Mathematical objects such as probability densities, estimators and strategy designers are representing by corresponding software classes. Advanced algorithms arise by combination of the basic classes. Many standard algorithms of Bayesian filtering (such as marginalized particle filter) and control (LQG control) are implemented. For full list see project web-page: http://mys.utia.cas.cz:1800/trac/bdm/ |
| abstract
(cze) |
Knihovna BDM je navržena jako softwarový obraz Bayesovské teorie rozhodování. Matematické objekty jako hustota pravděpodobnosti, estimátor a návrh strategie řízení jsou reprezentovány odpovídající hierarchií softwarových tříd. Knihovna obsahuje mnoho standardních metod pro Bayesovskou filtraci (např. marginalizovaný particle filter) a pro návrh řízení (LQG řízení). Podrobný popis viz projektová stránka: http://mys.utia.cas.cz:1800/trac/bdm/ |
| reportyear |
2010 |
| RIV |
BC |
| permalink |
http://hdl.handle.net/11104/0177247 |
| arlyear |
2009 |
| mrcbU10 |
2009 |
|