Genetic transfer or population diversification? Deciphering the secret ingredients of evolutionary multitask optimization.
Abhishek GuptaYew-Soon OngPublished in: SSCI (2016)
Keyphrases
- multi task
- estimation of distribution algorithms
- genetic algorithm
- multitask learning
- transfer learning
- multi task learning
- learning tasks
- multi population
- evolutionary strategy
- evolutionary process
- feature selection
- natural selection
- multiple tasks
- gaussian processes
- multi class
- evolutionary algorithm
- maximum margin
- learning problems
- optimization method
- population size
- labeled data
- feature extraction
- multiclass support vector machines