Vadermit/AMOID

Automated Microtransit Optimization Model Powered by Individual Travel Data

AMOID: Automated Microtransit Optimization Model Powered by Individual Travel Data

AMOID is a GA and ABM based microtransit design model that collaboratively optimize bus routing, scheduling and ride-hailing car dispatching.

Author: Jinming Yang

Model Framework

Data Sample

• Tampa Travel Demands in November, 2019

  • This is a tab separated list of [ride_id,rider_id,date,wait_time_minutes,pickup_time,dropoff_time,pickup_lat,pickup_lon,dropoff_lat,dropoff_lon,passengers,combo_id,vehicle_type,vehicle_max_pax]

  <img src="./images/image-20221028161424911.png" alt="image-20221028161424911" style="zoom:50%;" /

• Downtown Tampa Boundary (shp file)

• Downtown Tampa Block Boundary (shp file)

Quick Test

• Test AMOID in Tampa

Evaluation Indices