A general multi-objective Bayesian optimization framework for the design of hybrid schemes towards adaptive complex flow simulations.
Yiqi FengJosef M. WinterNikolaus A. AdamsFelix S. SchrannerPublished in: J. Comput. Phys. (2024)
Keyphrases
- multi objective
- optimum design
- optimization algorithm
- conceptual framework
- multiple objectives
- software architecture
- special case
- optimization scheme
- simulation environment
- optimal design
- evolutionary optimization
- trade off
- evolutionary algorithm
- multiobjective optimization
- multi objective optimization
- simulation platform
- multidisciplinary design optimization
- genetic algorithm
- main contribution
- case study
- data driven
- optimization problems
- probabilistic model
- real world
- multi objective optimization problems
- efficient optimization
- high level
- conflicting objectives
- image sequences
- bayesian networks
- conceptual model
- particle swarm
- genetic programming
- engineering design
- maximum likelihood
- design principles