Multi-objective Optimization with Joint Probabilistic Modeling of Objectives and Variables.
Hossein KarshenasRoberto SantanaConcha BielzaPedro LarrañagaPublished in: EMO (2011)
Keyphrases
- multi objective optimization
- probabilistic modeling
- multiple objectives
- multi objective
- evolutionary algorithm
- probabilistic model
- multi objective evolutionary algorithms
- pareto optimal solutions
- nsga ii
- genetic algorithm
- single objective optimization
- bayesian inference
- bayesian networks
- pareto optimal
- differential evolution
- bi objective
- multi objective genetic algorithm
- multi objective optimization problems
- multiobjective optimization
- decision variables
- hidden variables
- conditional probabilities
- pareto optimal set
- parameter learning
- multi objective genetic algorithms
- knapsack problem
- complex optimization problems
- multi objective problems
- hidden markov models
- graphical models
- optimization algorithm
- random variables