Genetic Transfer or Population Diversification? Deciphering the Secret Ingredients of Evolutionary Multitask Optimization.
Abhishek GuptaYew-Soon OngPublished in: CoRR (2016)
Keyphrases
- multi task
- estimation of distribution algorithms
- genetic algorithm
- transfer learning
- multitask learning
- multi task learning
- evolutionary strategy
- evolutionary algorithm
- multi population
- learning tasks
- natural selection
- genetic programming
- multiclass support vector machines
- population size
- evolutionary process
- simulated annealing
- multi class
- feature selection
- maximum margin
- gaussian processes
- information gain
- learning problems
- optimization method
- theoretical analysis