Real-World Airline Crew Pairing Optimization: Customized Genetic Algorithm versus Column Generation Method.
Divyam AggarwalDhish Kumar SaxenaThomas BäckMichael EmmerichPublished in: CoRR (2020)
Keyphrases
- crew pairing
- generation method
- crew scheduling
- aircraft routing
- genetic algorithm
- real world
- optimization model
- set covering
- optimization method
- immune genetic algorithm
- real coded
- optimization problems
- optimization process
- wide range
- case study
- evolutionary algorithm
- multi population
- optimization algorithm
- synthetic data
- metaheuristic
- harmony search
- global optimization
- data mining
- evolution strategy
- neural network
- evolutionary strategy
- constrained optimization
- simulated annealing
- multi objective
- data sets
- penalty function
- hybrid algorithm
- genetic algorithm ga
- fitness function
- upper bound
- computational complexity
- search algorithm