42714 Decision Theory

2016/2017

Kursusinformation
Decision Theory
Engelsk
5
Ph.d., Generelt servicekursus (generiske færdigheder)
Efterår
Forår
2 hours seminar+2 hours project work
Campus Lyngby
Literature study, Seminars, Presentation of study cases
13-uger
Aftales med underviser
Bedømmelse af opgave(r)/rapport(er)
Joint report and presentations
bestået/ikke bestået , intern bedømmelse
Minimum 10 Maksimum: 20
Sebastian Thöns , Lyngby Campus, Bygning 118, Tlf. (+45) 4525 1714 , sebt@byg.dtu.dk
Simona Miraglia , simi@dtu.dk
Michael Havbro Faber

42 DTU Management Engineering
11 Institut for Byggeri og Anlæg
I studieplanlæggeren
August 15, 2016
Please also register with Simona Miraglia, simi@byg.dtu.dk
Kontakt underviseren for information om hvorvidt dette kursus giver den studerende mulighed for at lave eller forberede et projekt som kan deltage i DTUs studenterkonference om bæredygtighed, klimateknologi og miljø (GRØN DYST). Se mere på http://www.groendyst.dtu.dk
Overordnede kursusmål
Decision theory has received a tremendous research interest across the scientific disciplines. Decision theory investigates the mathematical and probabilistic relations and its quantitative representation in order optimize the utility of decisions. Decision analysis provides the decision maker an instrument that leads to an objective and transparent choice and justification of alternatives. The foundations of decision analysis in terms of utility theory were firstly defined in a set of axioms stated by Von Neumann and Morgenstern (1947). Raiffa and Schaifer (1961) introduced the decision theory providing rational and theoretical feasibility to each phase of the decision problem.
The course will cover theory and practice of decision making under uncertainty covering the foundations up to recent developments and applications in the fields of civil engineering, management and the ones which are represented by the course participants. This course is organized by the GDSI – Global Decision Support Initiative at DTU Management.

A student who has met the objectives of the course will be able to:
Læringsmål
En studerende, der fuldt ud har opfyldt kursets mål, vil kunne:
  • Provide an overview about the foundations of decision theory
  • Provide an overview about relevant literature on and application of decision theory
  • Structure the decision problem for application in his/her specific field of interest
  • Use decision trees and influence diagrams
  • Assess and model utilities
  • Quantify and model uncertainties related to the phases of the decision process
  • Describe and apply multi attribute analysis
  • Identify and aggregate the preferences of the decision maker
Kursusindhold
Decision theory, basics of utility theory, decision theory in different scientific disciplines, decision analysis methods and tools, Value of Information, applications of decision theory
Litteraturhenvisninger
Raiffa H., Schlaifer R., Applied Statistical decision Theory. Wiley&Sons. Chichester. 2000. Part I and II.
Sidst opdateret
02. januar, 2017