Research Article

A Geo-Aware and VRP-Based Public Bicycle Redistribution System

Table 3

Simulation results for the VRP of Kaohsiung C-Bike (2).

The simulation case: Kaohsiung C-Bike (36/46 stations for service)

ParametersWorking time: 2 h
The full capacity of vehicles: 40 bikes
Prefetch: 15 bikes
The average time of redistributing one bike: 2 min
Station safety stock: upper limit (70%), lower limit (30%), adjust value (45%)

Duration (h:min)Route length (km)Transit time (min)

The Nearest Neighbor Algorithm for the VRP (The Euclidean Distance)Truck no. 12:0111.40443
Truck no. 22:1414.30960
Truck no. 32:1817.86374
Truck no. 42:1015.67454
Truck no. 52:1521.98483
Truck no. 62:1021.48880
Truck no. 72:1526.95293
Truck no. 81:4926.85280
Truck no. 90:5615.52644

Total distance: 172.052 kmTotal duration: 18:08

The Nearest Neighbor Algorithm for the VRP (The Actual Distance Path)Truck no. 11:456.47926
Truck no. 21:5513.18348
Truck no. 31:5411.89148
Truck no. 41:4916.44363
Truck no. 51:1511.77545
Truck no. 61:2112.15249
Truck no. 71:5814.64860
Truck no. 81:3218.69265
Truck no. 91:2415.75658
Truck no. 101:3619.01468
Truck no. 111:0618.34856

Total distance: 158.381 kmTotal duration: 17:35