| bibtype |
C -
Conference Paper (international conference)
|
| ARLID |
0393327 |
| utime |
20240103202652.4 |
| mtime |
20130627235959.9 |
| DOI |
10.1007/978-3-319-00551-5_33 |
| title
(primary) (eng) |
Trajectory Optimization under Changing Conditions through Evolutionary Approach and Black-Box Models with Refining |
| specification |
| page_count |
8 s. |
| media_type |
P |
|
| serial |
| ARLID |
cav_un_epca*0393326 |
| ISBN |
978-3-319-00550-8 |
| title
|
Distributed Computing and Artificial Intelligence |
| part_num |
XVIII |
| part_title |
Advances in Intelligent Systems and Computing |
| page_num |
267-274 |
| publisher |
| place |
Cham |
| name |
Springer |
| year |
2013 |
|
|
| keyword |
Empirical function minimization |
| keyword |
black-box modeling |
| keyword |
simplification |
| keyword |
refining |
| keyword |
dynamic building control |
| author
(primary) |
| ARLID |
cav_un_auth*0292010 |
| name1 |
Macek |
| name2 |
Karel |
| full_dept (cz) |
Adaptivní systémy |
| full_dept (eng) |
Department of Adaptive Systems |
| department (cz) |
AS |
| department (eng) |
AS |
| institution |
UTIA-B |
| share |
90 |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| author
|
| ARLID |
cav_un_auth*0292027 |
| name1 |
Rojíček |
| name2 |
J. |
| country |
CZ |
|
| author
|
| ARLID |
cav_un_auth*0052682 |
| name1 |
Bičík |
| name2 |
V. |
| country |
CZ |
|
| source |
|
| cas_special |
| abstract
(eng) |
This article provides an algorithm that is dedicated to repeated trajectory optimization with a fixed horizon and addresses processes that are difficult to describe by the established laws of physics. Typically, soft-computing methods are used in such cases, i.e. black-box modeling and evolutionary optimization. Both suffer from high dimen- sions that make the problems complex or even computationally infeasble. We propose a way how to start from very simple problems and - after the simple problems are covered sufficiently - proceed to more complex ones. We provide also a case study related to the dynamic optimization of the HVAC (heating, ventilation, and air conditioning) systems. |
| action |
| ARLID |
cav_un_auth*0292011 |
| name |
10th International Symposium on Distributed Computing and Artificial Intelligence |
| place |
Salamanca |
| dates |
22.05.2013-24.05.2013 |
| country |
ES |
|
| reportyear |
2014 |
| RIV |
BB |
| num_of_auth |
3 |
| presentation_type |
PR |
| inst_support |
RVO:67985556 |
| permalink |
http://hdl.handle.net/11104/0222068 |
| arlyear |
2013 |
| mrcbU63 |
cav_un_epca*0393326 Distributed Computing and Artificial Intelligence Advances in Intelligent Systems and Computing XVIII 978-3-319-00550-8 267 274 Distributed Computing and Artificial Intelligence Cham Springer 2013 217 XVIII |
|