Segmented initialization and offspring modification in evolutionary algorithms for bi-objective feature selection.
Hang XuBing XueMengjie ZhangPublished in: GECCO (2020)
Keyphrases
- evolutionary algorithm
- bi objective
- evolution process
- multi objective
- feature selection
- multi objective optimization
- nsga ii
- fitness function
- crossover operator
- mutation operator
- genetic operators
- evolutionary computation
- multiple objectives
- differential evolution
- optimization problems
- efficient solutions
- optimization algorithm
- initial population
- set covering problem
- genetic programming
- multiobjective optimization
- simulated annealing
- differential evolution algorithm
- genetic algorithm
- feature subset
- particle swarm optimization
- genetic algorithm ga
- multi objective evolutionary algorithms
- evolution strategy
- search strategies
- ant colony optimization
- markov chain
- network design
- shortest path problem
- neural network
- hybrid algorithms