Navigating the protein fitness landscape with Gaussian processes.
Philip A. RomeroAndreas KrauseFrances H. ArnoldPublished in: Proc. Natl. Acad. Sci. USA (2013)
Keyphrases
- gaussian processes
- fitness landscape
- evolutionary algorithm
- gaussian process
- evolutionary computation
- gaussian process regression
- particle swarm optimizer
- search space
- wider range
- evolutionary search
- covariance function
- genetic algorithm
- hyperparameters
- gaussian process models
- crossover and mutation
- multi task
- genetic programming
- multi objective
- bayesian framework
- differential evolution
- generative model
- reinforcement learning