Multi-objective multi-fidelity optimization with ordinal transformation and optimal sampling.
Haobin LiYueqi LiLoo Hay LeeEk Peng ChewGiulia PedrielliChun-Hung ChenPublished in: WSC (2015)
Keyphrases
- multi objective
- optimization algorithm
- multiple objectives
- pareto optimal
- multiobjective optimization
- evolutionary algorithm
- conflicting objectives
- evolutionary optimization
- optimal design
- joint optimization
- optimal selection
- multi objective optimization
- approximately optimal
- optimization problems
- optimum design
- particle swarm
- engineering design problems
- objective function
- monte carlo
- max min
- pareto optimal set
- finding optimal
- multi objective evolutionary algorithms
- global optimization
- combinatorial optimization
- particle swarm optimization
- dynamic programming
- active learning
- optimal solution
- random sampling
- sampled data
- sampling strategy
- sample size
- cost function