Contrasting meta-learning and hyper-heuristic research: the role of evolutionary algorithms.
Gisele L. PappaGabriela OchoaMatthew R. HydeAlex Alves FreitasJohn R. WoodwardJerry SwanPublished in: Genet. Program. Evolvable Mach. (2014)
Keyphrases
- evolutionary algorithm
- meta learning
- hyper heuristics
- inductive learning
- learning tasks
- multi objective
- examination timetabling
- genetic programming
- optimization problems
- model selection
- machine learning algorithms
- evolutionary computation
- differential evolution
- fitness function
- timetabling problem
- multi objective optimization
- decision trees
- genetic algorithm
- machine learning
- simulated annealing
- difficult problems
- metaheuristic
- heuristic methods
- feature selection
- heuristic search
- base classifiers
- supervised learning
- search heuristics
- metamodel
- search procedure
- crossover operator
- scheduling problem
- data model