Research Article

Research on Green Transport Mode of Chinese Bulk Cargo Based on Fourth-Party Logistics

Table 1

Parameters, sets, and decision variables.

SymbolDescription

The distance from the shipper j to the freight n (km)
The distance from the consignee i to the freight n (km)
qijknThe unit transportation capacity of the vehicle k from the shipper j to the consignee i through the freight enterprise n
cijknThe cost of per vehicle per unit distance (yuan/km)
IThe set including suppliers indexed by i, I = {0, 1, 2, ..., i}
JThe set including shippers indexed by j, J = {0, 1, 2, ..., j}
PThe set including supply and demand points from shipper j to consignee i
KThe set including freight vehicles indexed by k
NThe set including freight enterprises indexed by n, N = {0, 1, 2, ..., n}
GnMaximum load of the freight enterprise n
CnThe cost of loading and unloading cargo of the freight enterprise n per unit time
SiThe set including cargo quantity obtained by the consignee i
DjThe set including cargo quantity issued by the shipper j
WnThe freight handling capacity of the freight enterprise n
α1, α2The carbon tax rate of bulk cargo transport network with/without fourth-party logistics
β1, β2The carbon emission factors per unit distance per product in road/rail transport
dpThe number of emergency supplies between the point pair p in the period, p ∈ P
V = I ∪ J ∪ N
HThe opening cost of the fourth-party logistics service
CIThe information transaction cost of the traditional bulk cargo transport network
ECarbon emissions from bulk cargo transport networks
QnMaximum load of carbon emission capacity of all vehicles in the freight enterprise n
xijkn∈{0, 1}If the vehicle k is transported from the shipper j to the consignee i via the freight enterprise n, then xijkn = 1; otherwise, xijkn = 0
yn∈{0, 1}If the fourth-party logistics service is opened, then yn = 1; otherwise, yn = 0
If the shipper j to the consignee i is transported by the vehicle k and serves the point pair p via freight enterprise n, then apijkn = 1; otherwise, apijkn = 0
If the freight enterprise n is served the supply and demand point p, then  = 1; otherwise,  = 0.
X+ = {xijkn|∀i ∈ V, ∀j ∈ V, ∀n ∈ V, ∀k ∈ K}
X- = {apijkn|∀i ∈ V, ∀j ∈ V, ∀n ∈ V, ∀k ∈ K, ∀p ∈ P}
Y = {yn|∀n ∈ N}