Research Article

Evaluating the Impacts of Optimization Horizon on the Shared Autonomous Vehicle Reservation Request System

Table 2

Notations.

Sets
Set of vehicles and requests.
Set of links.
Set of the requests optimized in the current optimization, .
Set of the newly arrived long-term reserved requests for the current optimization.
Set of the newly arrived short-term reserved requests for the current optimization.
Set of the unfinished reservation requests from the last optimization.
Set of the unimplemented reservation requests from the last optimization.
Set of pickup nodes ip.
Set of drop-off nodes id.
HSet of all kinds of nodes.
Set of pickup and drop-off nodes, .
OSet of initial station nodes.
DSet of final station nodes.
OpSet of nodes op.
OdSet of nodes od.
ASet of links except the virtual link (o, vd) and (o, d).
A1Set of service links (ip, id).
A2Set of relocation links (id, jp).

Parameters
Optimization horizons in an operation day.
ip, idPickup or drop-off node of request i, .
oInitial station node, .
dFinal station node, .
opInitial node comes from ip node of last optimization.
odInitial node comes from id node of last optimization.
Sink node, .
tip, tidTime that a vehicle arrives at node ip or id, , .
top, todTime that a vehicle arrives at node op or od.
t (k, l)The minimum travel time from node k to l.
dis (k, l)The travel distance between node k and l.
tp (k, l)The parking time on the link (k, l).
The time of the rolling horizon.
The time of the considered horizon.
CklCost of using link (k, l), .
CliCost of losing request i.
CfldFuel cost from node k to l, .
CpklParking cost from node k to l, .
CvCost of vehicle depreciation.
FFleet size.
lklLink capacity of (k, l), .
θBuffer time for vehicle relocation.
μdDistance limit for vehicle relocation.
μtTravel time limit for vehicle relocation.
fslProportion of short-term reservation requests to total requests.

Decision variables
xklThe number of vehicles using link (k, l), .