On the Problem of Possibilistic-Probabilistic Optimization with Constraints on Possibility/Probability.
Alexander V. YazeninIlia SoldatenkoPublished in: WILF (2018)
Keyphrases
- probability theory
- constrained optimization
- conditional probabilities
- probabilistic model
- probability distribution
- bayesian networks
- posterior probability
- global optimization
- optimization algorithm
- optimization problems
- chance constraints
- possibility theory
- joint probability
- np hard
- constraint satisfaction
- prior probabilities
- optimization criteria
- logic programming
- generative model
- probability measures
- bayes rule
- penalty function
- genetic algorithm
- probability functions
- linear constraints
- probabilistic logic programs
- expected utility
- decision theory
- global constraints
- inference rules
- belief networks
- uncertain data
- incomplete information
- combinatorial optimization
- optimization method
- multi objective
- evolutionary algorithm