Integrated Production and Outbound Distribution Activities With Multiple Vehicles
No Thumbnail Available
Date
2020
Authors
Yağmur, Ece
Kesen, Saadettin Erhan
Journal Title
Journal ISSN
Volume Title
Publisher
WORLD SCIENTIFIC PUBL CO PTE LTD
Open Access Color
OpenAIRE Downloads
OpenAIRE Views
Abstract
This paper deals with a variant of the integrated production and outbound distribution scheduling (IPODS) problem by considering multiple heterogenous capacitated vehicles. The problem reflects a real world applications since both production and distribution stages. In production phase orders are produced according to permutation flow shop system. In distribution phase multiple heterogenous capacitated vehicles serve customers and each vehicle can be used more than once. Objective is to determine the integrated schedule which has the minimum summation of total tour time and tardiness. So IPODS problem covers two NP-hard problem which are called as machine scheduling and vehicle routing. Therefore we can say that the integrated problem is also NP-hard. We propose a new mathematical model for integrated problem and evaluate the performance of the model on randomly generated test instances. Comparative results show that CPLEX is able to find optimal solutions for only small sized instances and the performance of the model is not satisfying for operational level scheduling decisions.
Description
15th Symposium of Intelligent Systems and Knowledge Engineering (ISKE) held jointly with 14th International FLINS Conference (FLINS) -- AUG 18-21, 2020 -- Cologne, GERMANY
Keywords
vehicle routing, heterogenous vehicle, multiple tours
Turkish CoHE Thesis Center URL
Fields of Science
Citation
WoS Q
N/A
Scopus Q
N/A
Source
DEVELOPMENTS OF ARTIFICIAL INTELLIGENCE TECHNOLOGIES IN COMPUTATION AND ROBOTICS
Volume
12
Issue
Start Page
1155
End Page
1162
