Investigating fitness functions for a hyper-heuristic evolutionary algorithm in the context of balanced and imbalanced data classification.
Rodrigo C. BarrosMárcio P. BasgaluppAndré C. P. L. F. de CarvalhoPublished in: Genet. Program. Evolvable Mach. (2015)
Keyphrases
- evolutionary algorithm
- hyper heuristics
- fitness function
- genetic programming
- evolutionary computation
- multi objective
- imbalanced data classification
- genetic algorithm ga
- examination timetabling
- differential evolution
- optimization problems
- simulated annealing
- genetic algorithm
- multi objective optimization
- evolutionary search
- genetic operators
- crossover operator
- mutation operator
- nsga ii
- initial population
- evolutionary process
- combinatorial optimization
- feature selection