Optimization of Logistics and Distribution of the Supply Chain, Taking into Account Transport Costs, Inventory and Customer Demand
Ładowanie...
Data
2021
Inny tytuł
Typ
Artykuł recenzyjny
Redaktor
dc.contributor.advisor
Dyscyplina PBN
Informatyka techniczna i telekomunikacja
Czasopismo lub seria
EUROPEAN RESEARCH STUDIES JOURNAL
ISSN
1108-2976
ISBN
DOI
10.35808/ersj/2284
Strona internetowa
Wydawca
Wydawca
Wydanie
Numer
Strony od-do
Tytuł monografii
item.page.defence
Tytuł tomu
Opis
Rodzaj licencji
Abstrakt (en)
Purpose: The aim of the article is to develop an algorithm to optimize logistics and
distribution of the supply chain, taking into account transport costs, inventory and customer
demand.
Design/Methodology/Approach: To solve the problem, the class of optimization problems
and the traveling salesman problem were used. The boundary conditions and the objective
function were determined. The optimization criterion was to minimize the total transport
costs, kilometers traveled and the time needed to complete the task.
Findings: As a result of the analyzes and calculations performed, the optimization task was
performed. With the help of the prepared software, a map of goods delivery points was
determined, the total route and the route with individual points marked, and various solution
methods were tested.
Practical Implications: The model presented in the article can be used in a supply chain
application to optimize routes, costs and delivery time.
Originality/Value: A novelty is the preparation of algorithms and universal software using
the R language, which was used in the application of an intelligent IT system in a distributed
model, controlling the supply chain, enabling personalization and identification of products
in real time.