A hybrid multi-objective whale optimization algorithm for analyzing microarray data based on Apache Spark.
Amr Mohamed AbdelAzizTaysir Hassan A. SolimanKareem Kamal A. GhanyAdel A. SewisyPublished in: PeerJ Comput. Sci. (2021)
Keyphrases
- optimization algorithm
- microarray data
- multi objective
- hybrid optimization algorithm
- microarray
- evolutionary algorithm
- multi objective optimization
- gene expression
- gene selection
- data sets
- optimization method
- gene expression data
- feature selection
- multiobjective optimization
- genetic algorithm
- artificial bee colony
- objective function
- multiple objectives
- particle swarm optimization pso
- particle swarm optimization
- evolutionary multi objective
- microarray data analysis
- biological data
- differentially expressed genes
- small number of samples
- gene clusters
- high dimensional
- cluster analysis
- nsga ii
- microarray gene expression data
- microarray datasets
- cancer classification
- dna microarray data
- gene networks
- gene sets
- differential evolution
- optimization problems
- dna microarray
- high throughput
- database
- fitness function
- gene expression profiles
- clustering algorithm
- gene ontology
- neural network