ODBO: Bayesian Optimization with Search Space Prescreening for Directed Protein Evolution.
Lixue ChengZiyi YangBenben LiaoChang-Yu HsiehShengyu ZhangPublished in: CoRR (2022)
Keyphrases
- search space
- optimization algorithm
- global optimization
- bayesian networks
- monte carlo sampling
- protein sequences
- global search
- search algorithm
- efficient optimization
- protein function
- protein protein interactions
- protein structure
- optimization problems
- global optimum
- bayesian inference
- bayesian learning
- protein structure prediction
- evolutionary search
- combinatorial search
- optimization method