bibtype	A - Abstract
ARLID	0092540
utime	20240103185027.7
mtime	20071219235959.9
title (primary) (eng)	Fully Probabilistic Design: Basis and Relationship to Bayesian Paradigm
specification	page_count 1 s.
serial	ARLID cav_un_epca*0092539 title 3rd International Workshop on Data - Algorithms - Decision Making page_num 8-8 publisher place Praha name ÚTIA year 2007 editor name1 Janžura name2 Martin editor name1 Ivánek name2 Jiří
title (cze)	Plně pravděpodobnostní návrh: základy a vztah k bayesovkému rozhodování
keyword	multiple participant
keyword	decision making
keyword	fully probabilistic design
author (primary)	ARLID cav_un_auth*0101124 name1 Kárný name2 Miroslav institution UTIA-B full_dept Department of Adaptive Systems fullinstit Ústav teorie informace a automatizace AV ČR, v. v. i.
cas_special	project project_id 1M0572 agency GA MŠk country CZ ARLID cav_un_auth*0001814 project project_id 1ET100750401 agency GA AV ČR country CZ ARLID cav_un_auth*0001792 research CEZ:AV0Z10750506 abstract (eng) There is a wide range of axiomatic formulations of decision making (DM) under uncertainty and incomplete knowledge, e.g. [7]. It seems, however, that none of them fits satisfactorily to closed decision loops in which the selected actions influence distributions describing them, cf. [1], part three. This contribution is an engineering attempt to fill the gap. The adjective “engineering” means that the overall picture is preferred over subtleties like measurability of various mappings. The contribution serves primarily as a formalized justification of the fully probabilistic design (FPD) of decision-making strategies, [4, 2, 5]. The FPD generates optimal non-anticipative strategy as minimizer of the Kullback-Leibler divergence [6] of the probability density function (pdf), describing behavior of the closed decision loop, on an ideal pdf, describing desired behavior of the closed decision loop. abstract (cze) Existuje mnoho axiomatických formulací rozhodování za neurčitosti. Žádná z nich však plně nevyhovuje popisu rozhodování v uzavřené smyčce. Tento příspěvek je pokusem zaplnit tuto mezeru. Formalizuje tzv. plně pravděpodobnostní návrh rozhodovacích strategií a zkoumá souvislosti se standardním bayesovským rozhodováním. action ARLID cav_un_auth*0234559 name 3rd International Workshop on Data - Algorithms - Decision Making place Liblice dates 9.12.2007-11.12.2007 country CZ reportyear 2008 RIV BB permalink http://hdl.handle.net/11104/0152830 arlyear 2007 mrcbU63 cav_un_epca*0092539 3rd International Workshop on Data - Algorithms - Decision Making 8 8 3rd International Workshop on Data - Algorithms - Decision Making Praha ÚTIA 2007 mrcbU67 Janžura Martin 340 mrcbU67 Ivánek Jiří 340