Login / Signup

PropertyDAG: Multi-objective Bayesian optimization of partially ordered, mixed-variable properties for biological sequence design.

Ji Won ParkSamuel StantonSaeed SaremiAndrew M. WatkinsHenri DwyerVladimir GligorijevicRichard BonneauStephen RaKyunghyun Cho
Published in: CoRR (2022)
Keyphrases
  • partially ordered
  • multi objective
  • optimum design
  • optimization algorithm
  • partial order
  • evolutionary algorithm
  • biological sequences
  • multiple objectives
  • machine learning
  • feature space
  • multi objective optimization