Optimization for determining availabilities

A computing apparatus comprising:

• one or more processors;
• and
• at least one memory device coupled with the one or more processors,
• wherein the at least one memory device contains a plurality of program instructions that, when executed by the one or more processors, cause the one or more processors to execute operations comprising:
• receiving, at an availability determination server, an availability request from a user device associated with a travel provider;
• obtaining, based on the availability request, future travel information associated with the travel provider, wherein the future travel information comprises one or more attributes;
• determining, via an availability determination algorithm, availability computation data for future departure dates;
• determining availability computation variation data for a provided time frame;
• and
• providing an availability user interface to the user device, the availability user interface comprising a graphical display of the availability computation variation data for the provided time frame.

A non-transitory computer storage medium encoded with a computer program, the computer program comprising a plurality of program instructions that, when executed by one or more processors, cause the one or more processors to perform operations comprising:

• receiving, at an availability determination server, an availability request from a user device associated with a travel provider;
• obtaining, based on the availability request, future travel information associated with the travel provider, wherein the future travel information comprises one or more attributes;
• determining, via an availability determination algorithm, availability computation data for future departure dates;
• determining availability computation variation data for a provided time frame;
• and
• providing an availability user interface to the user device, the availability user interface comprising a graphical display of the availability computation variation data for the provided time frame.