Patent ID: 11966236
Assignee: VERIZON CONNECT DEVELOPMENT LIMTED
Field: Control (Instruments)
Classification: CPC G | IPC G

Claim 14:
15. A method, comprising:
receiving, by a device, a request from a user device for a schedule that assigns one or more fleets of vehicles to one or more sets of deliveries;
determining, by the device, that a parameter fora new schedule is not included in the request;
analyzing, by the device and based on determining that the parameter for the new schedule is not included in the request, a set of historical requests to identify a particular historical request that satisfies a threshold level of similarity with the request;
determining, by the device, a historical parameter, associated with the particular historical request, that is not included in the request;
obtaining, by the device, the historical parameter from the particular historical request;
providing, by the device, the historical parameter to the user device;
generating, by the device, based on a machine learning model and based on one or more coefficient values associated with one or more routes of a set of routes, a new schedule associated with a recommendation,
wherein the machine learning model performs operations comprising:
training a data model using a set of historical data schedules; and
providing information included in the request and the historical parameter as input to the trained data model to cause the trained data model to output the one or more coefficient values to be used as part of the new schedule, and to generate the recommendation to use routes of the set of routes that have scores satisfying a threshold value,
wherein the new schedule is generated further based on the historical parameter; and

performing, by the device, one or more actions associated with managing the new schedule.