High-Throughput Multi-Objective Bayesian Optimization using Gradients.
Yiming YaoFei LiuQingfu ZhangPublished in: CEC (2024)
Keyphrases
- high throughput
- multi objective
- optimization algorithm
- microarray
- genome wide
- multiple objectives
- biological data
- evolutionary algorithm
- conflicting objectives
- systems biology
- optimum design
- genomic data
- optimization problems
- multi objective optimization
- genetic algorithm
- data acquisition
- objective function
- dna sequencing
- multi objective evolutionary algorithms
- proteomic data
- mass spectrometry data
- mass spectrometry
- data sets
- bayesian networks
- gene expression
- analysis of gene expression
- feature selection
- low latency
- protein protein interactions
- living cells
- regulatory networks
- data sources
- automated image analysis
- sensor networks