An Inventory Routing Problem for Deteriorating Items With Dynamic Demand and Spoilage Rate
Yugoslav journal of operations research, Tome 31 (2021) no. 2, p. 153
Cet article a éte moissonné depuis la source eLibrary of Mathematical Institute of the Serbian Academy of Sciences and Arts
Inventory routing problems (IRP) are among important tools to be used for
implementing vendor manage inventory. Many researchers try to develop methods for
solving inventory routing problem, however, only a few developed methods for inventory
routing problems for spoilage items. In reality, many items are deteriorated and spoiled
during transportation and storage period. In this paper, we developed a model and methods to solve the inventory routing problem for deteriorating items with dynamic demand
and spoilage rate, i.e., demand varies and items spoil during planning periods. Those
cases are more realistic since many commodities such as fruits and vegetables have dynamic demand and spoilage rate. A Genetic Algorithm and Particle Swarm Optimization
are developed to solve the problem with various demands in a specific planning period
since the problem is Np-hard. A numerical example and sensitivity analysis are conducted to verify the model, and to get management insight it. The result is interesting
and support general hypothesis that dynamic demands result in higher inventory cost
than the static demands, and the increasing demand results in increasing inventory cost.
Also, the results show that increasing demand and deteriorating rates significantly affect
the total cost, therefore, the developed model is important and significantly useful to be
used for solving IRP with dynamic demand and spoilage items.
Classification :
65K10
Keywords: Inventory, Spoilage, Dynamic Demand, Genetic Algorithm, Particle Swarm Optimization
Keywords: Inventory, Spoilage, Dynamic Demand, Genetic Algorithm, Particle Swarm Optimization
@article{YJOR_2021_31_2_a1,
author = {I Gede Agus Widyadana and Krisna Wahyudi and I Nyoman Sutapa},
title = {An {Inventory} {Routing} {Problem} for {Deteriorating} {Items} {With} {Dynamic} {Demand} and {Spoilage} {Rate}},
journal = {Yugoslav journal of operations research},
pages = {153 },
year = {2021},
volume = {31},
number = {2},
language = {en},
url = {http://geodesic.mathdoc.fr/item/YJOR_2021_31_2_a1/}
}
TY - JOUR AU - I Gede Agus Widyadana AU - Krisna Wahyudi AU - I Nyoman Sutapa TI - An Inventory Routing Problem for Deteriorating Items With Dynamic Demand and Spoilage Rate JO - Yugoslav journal of operations research PY - 2021 SP - 153 VL - 31 IS - 2 UR - http://geodesic.mathdoc.fr/item/YJOR_2021_31_2_a1/ LA - en ID - YJOR_2021_31_2_a1 ER -
%0 Journal Article %A I Gede Agus Widyadana %A Krisna Wahyudi %A I Nyoman Sutapa %T An Inventory Routing Problem for Deteriorating Items With Dynamic Demand and Spoilage Rate %J Yugoslav journal of operations research %D 2021 %P 153 %V 31 %N 2 %U http://geodesic.mathdoc.fr/item/YJOR_2021_31_2_a1/ %G en %F YJOR_2021_31_2_a1
I Gede Agus Widyadana; Krisna Wahyudi; I Nyoman Sutapa. An Inventory Routing Problem for Deteriorating Items With Dynamic Demand and Spoilage Rate. Yugoslav journal of operations research, Tome 31 (2021) no. 2, p. 153 . http://geodesic.mathdoc.fr/item/YJOR_2021_31_2_a1/