Preference-Aware Constrained Multi-Objective Bayesian Optimization.
Alaleh AhmadianshalchiSyrine BelakariaJanardhan Rao DoppaPublished in: COMAD/CODS (2024)
Keyphrases
- multi objective
- optimization algorithm
- multiple objectives
- evolutionary algorithm
- conflicting objectives
- multiobjective optimization
- concave convex procedure
- evolutionary optimization
- optimization problems
- multi objective optimization
- optimum design
- multiple criteria
- particle swarm optimization
- genetic algorithm
- multi objective evolutionary algorithms
- pareto optimal
- multi criteria
- particle swarm
- objective function
- posterior probability
- optimization process
- optimization method
- bayesian networks
- bayesian estimation
- estimation of distribution algorithms
- hard constraints
- bayesian inference
- monte carlo sampling
- multi objective optimization problems
- saddle point
- efficient optimization
- simulated annealing
- user preferences
- nsga ii
- constrained optimization
- multi attribute
- cost function
- scheduling problem
- preference elicitation
- particle swarm optimization pso
- multi objective genetic algorithm
- multi objective evolutionary
- neural network