Improving protein optimization with smoothed fitness landscapes.
Andrew KirjnerJason YimRaman SamusevichShahar BrachaTommi S. JaakkolaRegina BarzilayIla R. FietePublished in: ICLR (2024)
Keyphrases
- fitness landscape
- evolutionary algorithm
- optimization problems
- optimization algorithm
- optimization method
- genetic algorithm
- optimization process
- genetic programming
- global optimization
- data sets
- protein sequences
- fitness evaluation
- molecular dynamics
- evolutionary search
- protein protein interactions
- amino acids
- optimization methods
- fitness function
- neural network