What is a Decision Problem? Preliminary Statements
Colorni, Alberto; Tsoukiàs, Alexis (2013), What is a Decision Problem? Preliminary Statements, in Perny, Patrice; Pirlot, Marc; Tsoukiàs, Alexis, Algorithmic Decision Theory Third International Conference, ADT 2013, Bruxelles, Belgium, November 12-14, 2013, Proceedings, Springer : Berlin Heidelberg, p. 139-153. 10.1007/978-3-642-41575-3_11
TypeCommunication / Conférence
Conference titleThird International Conference on Algorithmic Decision Theory , ADT 2013
Book titleAlgorithmic Decision Theory Third International Conference, ADT 2013, Bruxelles, Belgium, November 12-14, 2013, Proceedings
Book authorPerny, Patrice; Pirlot, Marc; Tsoukiàs, Alexis
MetadataShow full item record
Politecnico of Milan
Laboratoire d'analyse et modélisation de systèmes pour l'aide à la décision [LAMSADE]
Abstract (EN)This paper presents a general framework about what is a decision problem. The aim is to provide a theory under which the existing methods and algorithms can be characterised, designed, chosen or justified. The framework shows that 5 features are necessary and sufficient in order to completely describe the whole set of existing methods. It also explains why optimisation remains the general approach under which decision problems are algorithmically considered.
Subjects / Keywordsdecision models; decision analysis
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