Multi-modal route generation system
Methods and systems for improved generation of multi-modal transportation routes are provided. In one embodiment, a method is provided that includes generating a network of route segments. At least a portion of the route segments may be associated with a rideable modality. At least one route segment of the network may be updated based on a changed condition of the rideable modality. Routes may be generated, based on the network, that utilize the rideable modality and at least one of the routes may be sent to a computing device for display.
1. A system comprising:
a processor; and
a memory storing instructions which, when executed by the processor, cause the processor to:
generate a network of route segments for a plurality of modalities by:
generating a first subnetwork of segments corresponding to a docked rideable modality comprising a first set of indicators to add or remove one or more of the first subnetwork of segments based on availability;
generating a second subnetwork of segments corresponding to a dockless rideable modality comprising a second set of indicators to add or remove one or more of the second subnetwork of segments based on distance thresholds;
generating a third subnetwork of segments corresponding to at least one additional modality comprising at least one of an automobile modality, a bus modality, or a train modality comprising a third set of indicators to add or remove one or more of the third subnetwork of segments; and
generating connecting segments between the first subnetwork, the second subnetwork, and the third subnetwork;
communicate with a computing device of a transportation matching system to determine a changed condition by:
receiving status updates of at least one docked rideable vehicle availability by communicating with a dock or at least one docked rideable vehicle corresponding to the first subnetwork of segments; or
receiving additional status updates of at least one dockless rideable vehicle range by communicating with at least one dockless rideable vehicle corresponding to the second subnetwork of segments;
update one or more of the first set of indicators for one or more segments of the first subnetwork of segments based on the changed condition from status updates of the at least one docked rideable vehicle to indicate segment availability of the one or more segments of the first subnetwork of segments;
update one or more of the second set of indicators for the second subnetwork of segments based on the changed condition from the additional status updates of the at least one dockless rideable vehicle to indicate segment availability of the one or more segments of the second subnetwork of segments;
update the network of route segments by adding or removing the one or more segments from the first subnetwork of segments utilizing the one or more of the first set of indicators or the one or more segments from the second subnetwork of segments utilizing the one or more of the second set of indicators;
in response to receiving a transportation request from a requestor computing device, generate, based on the network of route segments for the plurality of modalities and the connecting segments between the first subnetwork, the second subnetwork, and the third subnetwork, one or more routes comprising the at least one additional modality and at least one of the docked rideable modality from the updated network of route segments based on the first set of indicators or the dockless rideable modality from the updated network of route segments based on the second set of indicators; and
transmit, for display via a user interface of the requestor computing device, the one or more routes corresponding to the transportation request.
2. The system of claim 1 , wherein the instructions further cause the processor to update the network of route segments by:
determine an additional changed condition based on additional status updates of the at least one docked rideable vehicle availability or additional status updates of the at least one dockless rideable vehicle range;
modify the one or more indicators of the first set of indicators based on the additional changed condition;
modify the one or more indicators of the second set of indicators based on the additional changed condition; and
update the network of route segments by adding or removing an additional one or more segments from the first subnetwork of segments utilizing the one or more modified indicators of first set of indicators or an additional one or more segments from the second subnetwork of segments utilizing the one or more modified indicators of the second set of indicators.
3. The system of claim 1 , wherein the instructions further cause the processor to generate the one or more routes by:
generating the first subnetwork of segments utilizing at least one docked rideable vehicle battery charge level of at least one docked rideable vehicle; or
generating the second subnetwork of segments utilizing at least one dockless rideable vehicle battery charge level of at least one dockless rideable vehicle.
4. The system of claim 3 , wherein the at least one docked rideable vehicle comprises an electric motor bicycle and wherein the at least one dockless rideable vehicle comprises an electric motor scooter.
5. The system of claim 1 , wherein the instructions further cause the processor to, based on a user interaction with the transportation request on the requestor computing device, updating the network of route segments based on the availability of the at least one additional modality and the at least one of the docked rideable modality from the updated network of route segments based on the first set of indicators or the dockless rideable modality from the updated network of route segments based on the second set of indicators.
6. The system of claim 1 , wherein the instructions further cause the processor to generate the one or more routes by generating walking segments between at least one of (i) a first location corresponding to a transportation request and the network or (ii) a second location corresponding to the transportation request and the network.
7. The system of claim 1 , wherein the instructions further cause the processor to generate the first subnetwork of segments and the third subnetwork of segments utilizing bi-directional segments.
8. The system of claim 1 , wherein the instructions further cause the processor to determine the changed condition by determining that at least one dockless rideable vehicle is no longer available or that at least one dockless rideable vehicle is available.
9. The system of claim 1 , wherein the instructions further cause the processor to generateing the network by removing at least one route segment that does not meet at least one of (i) a time requirement, (ii) a cost requirement, (iii) a distance requirement, or (iv) a vertical gain requirement.
10. The system of claim 1 , wherein the instructions further cause the processor to select the one or more routes based on a preference regarding at least one of cost, travel time, travel distance, wait times, number of transfers, traffic, or modalities utilized during transportation.
11. The system of claim 1 , wherein the instructions further cause the processor to generate, for the transportation request, multiple routes from the network of route segments based on optimality constraints including two or more of a travel time, a travel distance, a wait time, a number of transfers, an amount of traffic congestion, or an amount of vertical gain.
12. The system of claim 11 , wherein the instructions further cause the processor to transmit, for display via the user interface of the requestor computing device, the multiple routes based on the optimality constraints.
13. A method comprising:
generating a network of route segments for a plurality of modalities by:
generating a first subnetwork of segments corresponding to a docked rideable modality comprising a first set of indicators to add or remove one or more of the first subnetwork of segments based on availability;
generating a second subnetwork of segments corresponding to a dockless rideable modality comprising a second set of indicators to add or remove one or more of the second subnetwork of segments based on distance thresholds;
generating a third subnetwork of segments corresponding to at least one additional modality comprising at least one of an automobile modality, a bus modality, or a train modality comprising a third set of indicators to add or remove one or more of the third subnetwork of segments; and
generating connecting segments between the first subnetwork, the second subnetwork, and the third subnetwork;
communicating with a computing device of a transportation matching system to determine a changed condition by:
receiving status updates of at least one docked rideable vehicle availability by communicating with a dock or at least one docked rideable vehicle corresponding to the first subnetwork of segments; or
receiving additional status updates of at least one dockless rideable vehicle range by communicating with at least one dockless rideable vehicle corresponding to the second subnetwork of segments;
updating one or more of the first set of indicators for one or more segments of the first subnetwork of segments based on the changed condition from status updates of the at least one docked rideable vehicle to indicate segment availability of the one or more segments of the first subnetwork of segments;
updating one or more of the second set of indicators for the second subnetwork of segments based on the changed condition from the additional status updates of the at least one dockless rideable vehicle to indicate segment availability of the one or more segments of the second subnetwork of segments;
updating the network of route segments by adding or removing the one or more segments from the first subnetwork of segments utilizing the one or more of the first set of indicators or the one or more segments from the second subnetwork of segments utilizing the one or more of the second set of indicators;
in response to receiving a transportation request from a requestor computing device, generating, based on the network of route segments for the plurality of modalities and the connecting segments between the first subnetwork, the second subnetwork, and the third subnetwork, one or more routes comprising the at least one additional modality and at least one of the docked rideable modality from the updated network of route segments based on the first set of indicators or the dockless rideable modality from the updated network of route segments based on the second set of indicators; and
transmitting, for display via a user interface of the requestor computing device, the one or more routes corresponding to the transportation request.
14. The method of claim 13 , further comprising updating the network of route segments by updating the third subnetwork of segments based on the changed condition.
15. The method of claim 13 , further comprising transmitting, for display via the user interface of the requestor computing device, multiple routes based on multiple optimality constraints for the network of route segments in relation to the transportation request.
16. The method of claim 13 , further comprising generating, based on the network of route segments for the plurality of modalities and the connecting segments between the first subnetwork, the second subnetwork, and the third subnetwork, the one or more routes based on a modality preference corresponding to a user of the requestor computing device.
17. The method of claim 16 , further comprising generating the one or more routes by generating walking segments between at least one of (i) a first location and the network or (ii) a second location and the network.
18. The method of claim 13 , further comprising determining the changed condition by determining that a dock is full or empty, determining that at least one dockless rideable vehicle is no longer available, or determining that at least one dockless rideable vehicle is available.
19. The method of claim 13 , further comprising generating at least one of the one or more routes based on an external route segment not included within the network.
20. A non-transitory, computer-readable medium storing instructions which, when executed by a processor, cause the processor to:
generate a network of route segments for a plurality of modalities by:
generating a first subnetwork of segments corresponding to a docked rideable modality comprising a first set of indicators to add or remove one or more of the first subnetwork of segments based on availability;
generating a second subnetwork of segments corresponding to a dockless rideable modality comprising a second set of indicators to add or remove one or more of the second subnetwork of segments based on distance thresholds;
generating a third subnetwork of segments corresponding to at least one additional modality comprising at least one of an automobile modality, a bus modality, or a train modality comprising a third set of indicators to add or remove one or more of the third subnetwork of segments; and
generating connecting segments between the first subnetwork, the second subnetwork, and the third subnetwork;
communicate with a computing device of a transportation matching system to determine a changed condition by:
receiving status updates of at least one docked rideable vehicle availability by communicating with a dock or at least one docked rideable vehicle corresponding to the first subnetwork of segments; or
receiving additional status updates of at least one dockless rideable vehicle range by communicating with at least one dockless rideable vehicle corresponding to the second subnetwork of segments;
update one or more of the first set of indicators for one or more segments of the first subnetwork of segments based on the changed condition from status updates of the at least one docked rideable vehicle to indicate segment availability of the one or more segments of the first subnetwork of segments;
update one or more of the second set of indicators for the second subnetwork of segments based on the changed condition from the additional status updates of the at least one dockless rideable vehicle to indicate segment availability of the one or more segments of the second subnetwork of segments;
update the network of route segments by adding or removing the one or more segments from the first subnetwork of segments utilizing the one or more of the first set of indicators or the one or more segments from the second subnetwork of segments utilizing the one or more of the second set of indicators;
in response to receiving a transportation request from a requestor computing device, generate, based on the network of route segments for the plurality of modalities and the connecting segments between the first subnetwork, the second subnetwork, and the third subnetwork, one or more routes comprising the at least one additional modality and at least one of the docked rideable modality from the updated network of route segments based on the first set of indicators or the dockless rideable modality from the updated network of route segments based on the second set of indicators; and
transmit, for display via a user interface of the requestor computing device, the one or more routes corresponding to the transportation request.