Real-World Airline Crew Pairing Optimization: Customized Genetic Algorithm Versus Column Generation Method.
Divyam AggarwalDhish Kumar SaxenaThomas BäckMichael EmmerichPublished in: EMO (2023)
Keyphrases
- crew pairing
- generation method
- crew scheduling
- genetic algorithm
- aircraft routing
- real world
- optimization model
- set covering
- optimization method
- real coded
- optimization algorithm
- immune genetic algorithm
- global optimization
- optimization problems
- evolution strategy
- data sets
- parameter optimization
- fitness function
- multi objective
- artificial neural networks
- wide range
- genetic algorithm ga
- synthetic data
- optimization process
- case study
- neural network
- differential evolution
- constrained optimization
- integer programming
- simulated annealing
- evolutionary strategy
- genetic programming
- data mining
- genetic algorithm is applied