Cumulative model for scheduling and resource allocation for airline operations

A computer-implemented method facilitating airline operations and planning management, comprising:

• generating, by a system operatively coupled to a processor, a model of a set of influencers that affect the airline operations;
• receiving, by the system, data regarding state of a subset of the influencers;
• employing, by the system, the model to determine impact of the state of respective influencers on the airline operations;
• modifying, by the system, the airline operations as a function of the determined impact;
• and
• updating, by the system, the model to improve model fidelity as a function of collected airline performance data that becomes available after the airline operations have been modified by the scheduling component.

A computer program product for facilitating airline operations and planning management, the computer program product comprising a computer readable storage medium having program instructions embodied therewith, the program instructions executable by a processor to cause the processor to:

• generate a model of a set of influencers that affect the airline operations;
• receive data regarding state of a subset of the influencers;
• employ the model to determine impact of the state of respective influencers on the airline operations;
• modify the airline operations as a function of the determined impact;
• and
• update the model to improve model fidelity as a function of collected airline performance data that becomes available after the airline operations have been modified by the scheduling component.