Crew recovery optimization with deep learning and column generation for sustainable airline operation management

Keyphrases

• Deep Learning 100%
• Operations Management 100%
• Recovery Action 100%
• Airline Operations 100%
• Column Generation 100%
• Crew Recovery Problem 100%
• Deep Columns 100%
• Recovery Optimization 100%
• Crew Recovery 100%
• Learning-based 50%
• Resource Utilization 50%
• Solution Quality 50%
• Solution Approach 50%
• Airlines 50%
• Deep Learning Model 50%
• Recovery Process 50%
• Competitive Market 50%
• Airline Companies 50%
• Sustainable Practices 50%
• Optimizing Resources 50%
• Customer Demand 50%
• Sustainable Business Model 50%
• European Airlines 50%
• Recovery Strategy 50%
• Flight Time Limitations 50%
• Historical Learning 50%
• Learning Output 50%
• Large-scale Optimization Problems 50%
• Airline Sustainability 50%
• Minimizing Cost 50%
• Solution Efficiency 50%

Engineering

• Airlines 100%
• Deep Learning Method 100%
• Disruptions 50%
• Recovery Problem 50%
• Resource Usage 25%
• Optimisation Problem 25%
• Pivotal Role 25%
• Recovery Process 25%
• Sustainable Practice 25%
• Sustainable Business Model 25%
• Flight Time Limitation 25%
• Historical Data 25%