Simulation-based analysis of forecast performance evaluations for airline revenue management / Catherine Cleophas. 2009
Inhalt
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