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.

What Is a Decision Problem? Preliminary Statements

COLORNI VITALE, ALBERTO;
2013-01-01

Abstract

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.
2013
Algorithmic Decision Theory. ADT 2013
9783642415746
9783642415753
File in questo prodotto:
File Dimensione Formato  
Colorni_Tsoukias2013.pdf

Accesso riservato

: Publisher’s version
Dimensione 221.38 kB
Formato Adobe PDF
221.38 kB Adobe PDF   Visualizza/Apri

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11311/957979
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 25
  • ???jsp.display-item.citation.isi??? ND
social impact