Multiobjective Green Time-Dependent Location-Routing Problem and Algorithms

Autor: Hua-Xin Zhang, Chun-Miao Zhang
Jazyk: angličtina
Rok vydání: 2022
Předmět:
Zdroj: Advances in Operations Research, Vol 2022 (2022)
Druh dokumentu: article
ISSN: 1687-9155
DOI: 10.1155/2022/1811689
Popis: To reduce the logistic cost and carbon emission and improve customer satisfaction, this study proposes a multiobjective green time-dependent location routing problem (MOGTDLRP) model in which the objectives are to minimize the distribution total cost, delivery time, and fuel consumption. This model will be solved by several hyperheuristic algorithms which include the high-level heuristics and the low-level heuristics. There are three acceptance criterions for the solution: improving and equal, all moves and accept all solutions, and dynamic acceptance criteria. Through the case, the performance of the algorithm and the influence of various factors on the solution are analyzed in this study. The experimental results show that the proposed model can effectively reduce logistic costs, carbon emissions, and vehicle travel time.
Databáze: Directory of Open Access Journals