Fourier Surrogate Models of Dilated Fitness Landscapes in Systems Biology : or how we learned to torture optimization problems until they confess.
Marco S. NobilePaolo CazzanigaSimone SpolaorDaniela BesozziLuca ManzoniPublished in: CIBCB (2020)
Keyphrases
- systems biology
- optimization problems
- evolutionary algorithm
- fitness landscape
- high throughput
- biological systems
- biochemical networks
- biological data
- biological networks
- gene regulatory networks
- molecular biology
- genetic algorithm
- computational biology
- cell biology
- microarray
- protein protein interactions
- life sciences
- machine learning
- data acquisition
- low cost
- reverse engineering
- data sets
- feature space
- bayesian networks