Sequential Routing-Loading Algorithm for Optimizing One-Door Container Closed-Loop Logistics Operations

Jurnal Optimasi Sistem Industri

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Title Sequential Routing-Loading Algorithm for Optimizing One-Door Container Closed-Loop Logistics Operations
Creator Kus Ariningsih, Paulina
Iswari, Titi
Poetra, Kevin Djoenneady
Kinley Aritonang, Yoon Mac
Subject Engineering
container loading problem; forward-reverse logistics; closed loop; genetic algorithm; optimization
Description One-door container type of vehicle is the main tool for urban logistics in Indonesia which may take the form of truck, car, or motorcycle container. The operations would be more effective when it is performed through pickup-delivery or forward-reverse at a time. However, there is difficulty to optimize the operation of routing and container loading processes in such a system. This article is proposing an improvement for algorithm for sequential routing- loading process which had been tested in the small datasets but not yet tested in the case of big data set and vehicle routing problem with time windows. The improvement algorithm is tested in big data set with the input of the vehicle routing problem with time windows (VRP-TW) using the solution optimization of the Simulated Annealing process with restart point procedure (SA-R) for the routing optimization and Genetic Algorithm (GA) to optimize the container loading algorithm. The large data sets are hypothetical generated data for 800-2500 single-sized products, 4 types of container capacity, and 100-400 consumer spots. As result, the performance of the proposed algorithm in terms of cost is influenced by the number of spots to be visited by the vehicle and the vehicle capacity. Limitations and further analysis are also described in this article.
Publisher The Industrial Engineering Department of Engineering Faculty at Universitas Andalas
Contributor LPPM Universitas Katolik Parahyangan
Date 2020-11-20
Type info:eu-repo/semantics/article

Format application/pdf
Source Jurnal Optimasi Sistem Industri; Vol 19, No 2 (2020): Published in November 2020; 122-132
Language eng
Rights Copyright (c) 2020 Paulina Kus Ariningsih, Titi Iswari, Kevin Djoenneady Poetra, Yoon Mac Kinley Aritonang

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