A novel hybrid algorithm based on Harris Hawks for tumor feature gene selection.
Junjian LiuHuicong FengYifan TangLupeng ZhangChiwen QuXiaomin ZengXiaoning PengPublished in: PeerJ Comput. Sci. (2023)
Keyphrases
- hybrid algorithm
- gene selection
- tumor classification
- cancer diagnosis
- microarray data
- microarray
- cancer classification
- feature ranking
- particle swarm optimization
- simulated annealing
- gene expression data
- feature selection
- differential evolution
- dna microarray
- standard test problems
- gene expression profiles
- genetic algorithm
- multi step
- microarray classification
- gene expression
- hybrid optimization algorithm
- ant colony optimization
- tabu search
- particle swarm optimization pso
- optimal solution
- feature set
- imperialist competitive algorithm
- microarray datasets
- support vector machine svm
- feature vectors
- ovarian cancer
- informative genes
- random forest
- fitness function
- multi objective
- high dimensional
- genetic algorithm ga
- machine learning
- optimization method