A Cuckoo Search Heuristic to Improve a Last Mile Ecommerce Problem

被引：0
作者：
Escudero-Santana, Alejandro [1 ]
Rodriguez-Palero, Luis Onieva Maria [1 ]
Munoz-Diaz, Maria-Luisa [1 ]
机构：
[1] Univ Seville, Dept Org Ind & Gest Empresas 2, Escuela Tecn Super Ingn, Camino Descubrimientos S-N, Seville 41092, Spain
来源：
PROCEEDINGS OF THE 17TH INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND INDUSTRIAL MANAGEMENT, ICIEIM-XXVII CONGRESO DE INGENIERIA DE ORGANIZACION, CIO 2023 | 2024年 / 206卷
关键词：
e-commerce; last mile logistics; vrp; metaheuristics; cuckoo search; TIME;
D O I：
10.1007/978-3-031-57996-7_57
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
The rise of e-commerce as an alternative to face-to-face trader has entailed an increase in logistic complexity of the deliveries to end customers. It is in these deliveries that there are too many incidences due to the recipients not being in the agreed place. This work presents a new framework of last mile logistics where customers can suggest several delivery points with different time-windows. This logistics problem is a new kind of vehicle routing problem with time-windows, but more complex. A cuckoo search heuristic has been proposed to solve it. The results reveal that this new policy with several locations can reduce delivery costs. Regarding cuckoo search, this algorithm finds good solutions, as long as the execution time is not a limitation.
引用
收藏
页码：330 / 335
页数：6
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