Sample-efficient Multi-objective Molecular Optimization with GFlowNets.
Yiheng ZhuJialu WuChaowen HuJiahuan YanChang-Yu HsiehTingjun HouJian WuPublished in: CoRR (2023)
Keyphrases
- multi objective
- optimization algorithm
- multi objective optimization
- multiple objectives
- multiobjective optimization
- optimum design
- evolutionary algorithm
- conflicting objectives
- global optimization
- evolutionary optimization
- computationally expensive
- optimization problems
- optimization methods
- nsga ii
- particle swarm
- lightweight
- trade off
- optimization method
- genetic algorithm
- computationally efficient
- multi objective evolutionary algorithms
- linear programming
- efficient optimization