Probabilistic decision graphs for optimization under uncertainty.
Finn Verner JensenThomas Dyhre NielsenPublished in: Ann. Oper. Res. (2013)
Keyphrases
- decision theory
- uncertain data
- probability theory
- decision making
- expected utility
- conditional probabilities
- robust optimization
- optimization problems
- probabilistic model
- global optimization
- optimization algorithm
- optimization method
- directed graph
- posterior probability
- belief functions
- probability measures
- graph matching
- decision makers
- decision rules
- optimization methods
- optimization process
- probabilistic knowledge
- handling uncertainty
- decision making under uncertainty
- decision variables
- spanning tree
- belief networks
- graphical models
- evolutionary algorithm