Simulation-based analysis of forecast performance evaluations for airline revenue management / Catherine Cleophas. 2009
Content
- State of the Art and Research Opportunities
- Introduction
- Existing Research on Airline Revenue Management
- Demand Forecasting for Revenue Management
- Demand Forecast Performance Measurements
- Research Gap and Opportunities
- Solution Approach - Concept and Implementation
- Simulation for Decomposition and Evaluation of RM Systems
- Overall System View
- Forecasting Component
- Demand Volume Aspect
- Unconstraining Aspect
- Demand Behavior Aspects
- Simulation Environment for Revenue Management
- Experiments and Conclusions
- Simulation Based Analysis of Forecast Performance
- Observations on Long-Term Effects of Forecast Methods
- Consequences of Possible Definitions of Psychic Forecasts
- Evaluation of Standard Accuracy Indicators
- Definitions and Effects of Uncertainty of Demand
- Evaluation Approaches for Price-Sensitive Forecasts
- Simulation-Based Findings Recaptured
- Conclusion