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Logistics, Volume 7, Issue 4

2023 December - 36 articles

Cover Story: This study introduces novel end-to-end deep learning frameworks that combine Convolutional Neural Networks (CNNs) and Long Short-Term Memory (LSTM) for resolving single-period inventory ordering decisions. We investigate the performance drivers of hybrid CNN-LSTM architectures, coupled with an evolving algorithm for optimizing the network configuration. Empirical evaluation with real-world retail data demonstrates that our proposed models proficiently extract the pertinent features and interpret sequential data characteristics, leading to more accurate and informed ordering decisions, which confirms that understanding the impact of features on demand empowers decision makers to derive tailored, cost-effective ordering decisions for each store or product category. View this paper
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Articles (36)

  • Article
  • Open Access
7 Citations
8,499 Views
18 Pages

15 December 2023

Background: Airport service quality and service orientation are important aspects of managing passenger satisfaction and airport image. The aim of this paper is to analyze the influence of service orientation and airport service quality on airport im...

  • Article
  • Open Access
2 Citations
3,410 Views
22 Pages

14 December 2023

Background: Road transport companies utilize transport capacities as fixed compositions of tractors and semi-trailers, while the possibility of exchanging semi-trailers is considered ad hoc, after some unforeseen circumstances emerge on the route. Su...

  • Article
  • Open Access
6 Citations
5,235 Views
19 Pages

Design and Implementation of Integral Ergo-Value Stream Mapping in a Metal-Mechanical Company to Improve Ergonomic and Productive Conditions: A Case Study

  • Denisse Domínguez-Alfaro,
  • Ismael Mendoza-Muñoz,
  • Mildrend Ivett Montoya-Reyes,
  • Olivia Yessenia Vargas-Bernal and
  • Gabriela Jacobo-Galicia

12 December 2023

The Integral Ergonomic-Value Stream Mapping (Ergo-VSM) methodology is introduced in this study, which is tailored for the metal-mechanic sector and aims to assess the operational and ergonomic conditions of production processes. The methodology is de...

  • Review
  • Open Access
16 Citations
9,127 Views
18 Pages

12 December 2023

Background: Industry 4.0 signifies a profound global transformation in production and service activities through its novel organizational principles, including digital connectivity, information transparency, technical assistance, and decentralized de...

  • Review
  • Open Access
5 Citations
8,802 Views
16 Pages

12 December 2023

Background: Last-mile delivery (LMD) is a challenging and costly supply chain process that involves direct customer interaction. In a recent study by the World Economic Forum, it was emphasized that last-mile logistics is an emerging research area. I...

  • Article
  • Open Access
28 Citations
9,617 Views
26 Pages

11 December 2023

Background: This paper explores the potential of Industry 5.0 in driving societal transition to a circular economy. We focus on the strategic role of reverse logistics in this context, underlining its significance in optimizing resource use, reducing...

  • Review
  • Open Access
21 Citations
10,037 Views
21 Pages

Sustainable Supplier Selection through Multi-Criteria Decision Making (MCDM) Approach: A Bibliometric Analysis

  • Khoiron Khulud,
  • Ilyas Masudin,
  • Fien Zulfikarijah,
  • Dian Palupi Restuputri and
  • Abdul Haris

8 December 2023

Background: The primary objective of this study was to examine the advancements in sustainable supplier selection through multi-criteria decision making (MCDM) from the years 2013 to 2022. In the recent past, researchers have carried out a significan...

  • Article
  • Open Access
9 Citations
4,690 Views
34 Pages

MARLIN Method: Enhancing Warehouse Resilience in Response to Disruptions

  • Silvia Colabianchi,
  • Margherita Bernabei,
  • Francesco Costantino,
  • Elpidio Romano and
  • Andrea Falegnami

7 December 2023

Background: Endogenous and exogenous factors impact the operational characteristics of supply chains, affecting wholesale warehouses. The survival of a warehouse is often threatened by disruptive events that alter infrastructure and performance. The...

  • Article
  • Open Access
6 Citations
8,411 Views
15 Pages

6 December 2023

Background: The logistics industry is keen to meet customer expectations, which in turn supports trade by enhancing business competitiveness and promoting economic development. Logistics companies realized that fulfillment of customer needs has a sig...

  • Article
  • Open Access
7 Citations
5,070 Views
24 Pages

Modeling Extended Service Quality for Public Transportation in the Post-Pandemic Period: Differentiating between Urban and Rural Areas: A Case Study of Intercity Railway, Thailand

  • Panuwat Wisutwattanasak,
  • Thanapong Champahom,
  • Sajjakaj Jomnonkwao,
  • Manlika Seefong,
  • Kestsirin Theerathitichaipa,
  • Rattanaporn Kasemsri and
  • Vatanavongs Ratanavaraha

5 December 2023

Background: Scholars have indicated differences in the attitudes of urban and non-urban populations, especially after the COVID-19 outbreak, which extend to their needs and expectations regarding rail transport development. The aim of this study is t...

  • Article
  • Open Access
4 Citations
5,811 Views
15 Pages

5 December 2023

Backgrounds: The transportation system within any mining project, which is responsible for delivering extracted ore to the crushing units or wastes to the wasting dumps as the destinations, poses a significant challenge in mining processes. On one ha...

  • Article
  • Open Access
11 Citations
11,488 Views
19 Pages

1 December 2023

Background: Material Requirements Planning (MRP) is critical in Supply Chain Management (SCM), facilitating effective inventory management and meeting production demands in the manufacturing sector. Despite the potential benefits of automating the MR...

  • Article
  • Open Access
2 Citations
2,612 Views
15 Pages

1 December 2023

Background: How can flexible applications of the space and infrastructure of urban distribution centers (UDCs) be organized to help lower demands on space and infrastructure in cities? The application of flexible use of space and infrastructure can i...

  • Article
  • Open Access
49 Citations
15,247 Views
32 Pages

Do We Perform Systematic Literature Review Right? A Scientific Mapping and Methodological Assessment

  • Mathew Azarian,
  • Hao Yu,
  • Asmamaw Tadege Shiferaw and
  • Tor Kristian Stevik

27 November 2023

Background: Systematic literature review (SLR) is increasingly utilized to maximize the element of rigor and minimize the individual bias of research synthesis. An analysis of the Web of Science (WoS) database indicates that 90% of the literature rev...

  • Article
  • Open Access
1 Citations
7,501 Views
42 Pages

24 November 2023

Background: Logistics management in the clinical trials industry is a very challenging undertaking because it involves multiple stakeholders, complex processes, diverse software applications, intensive white-collar jobs, and onerous quality standards...

  • Article
  • Open Access
6 Citations
3,773 Views
23 Pages

22 November 2023

Background: In container terminals, optimizing the scheduling of external trucks and yard cranes is crucial as it directly impacts the truck turnaround time, which is one of the most critical performance measures. Furthermore, proper scheduling of ex...

  • Article
  • Open Access
14 Citations
8,686 Views
19 Pages

Deep Learning and Statistical Models for Forecasting Transportation Demand: A Case Study of Multiple Distribution Centers

  • Fábio Polola Mamede,
  • Roberto Fray da Silva,
  • Irineu de Brito Junior,
  • Hugo Tsugunobu Yoshida Yoshizaki,
  • Celso Mitsuo Hino and
  • Carlos Eduardo Cugnasca

22 November 2023

Background: Transportation demand forecasting is an essential activity for logistics operators and carriers. It leverages business operation decisions, infrastructure, management, and resource planning activities. Since 2015, there has been an increa...

  • Article
  • Open Access
3 Citations
4,145 Views
21 Pages

Modeling Hospital Operating Theater Services: A System Dynamics Approach

  • Md Mahfuzur Rahman,
  • Rubayet Karim,
  • Md. Moniruzzaman,
  • Md. Afjal Hossain and
  • Hammad Younes

17 November 2023

Background: A hospital’s operating theater service system is a large-scale, complicated system that must be carefully managed to offer the best possible results for its patients. Unlike other industries such as manufacturing and logistics, syst...

  • Article
  • Open Access
12 Citations
6,109 Views
16 Pages

16 November 2023

Background: The air cargo logistics industry has been deemed reluctant to adopt new technologies for their business operations. So, this study aims to examine the adoption of technological innovations in the air cargo logistics industry in South Afri...

  • Article
  • Open Access
8 Citations
5,950 Views
13 Pages

7 November 2023

Background: As a result of the effort to satisfy unique customer needs, the complexity of production and service processes is constantly increasing. In this context, the requirements for packaging systems, essential for carrying out logistic tasks, a...

  • Article
  • Open Access
3,699 Views
12 Pages

6 November 2023

Background: The COVID-19 pandemic is a worldwide threat that has positioned micro-enterprises under enormous tension to persevere. As a result, these businesses are obligated to respond to the epidemic in an efficacious manner. In order to weather th...

  • Review
  • Open Access
37 Citations
18,231 Views
17 Pages

3 November 2023

Background: in recent years, automation has emerged as a hot topic, showcasing its capacity to perform tasks independently, without constant supervision. While automation has witnessed substantial growth in various sectors like engineering and medici...

  • Article
  • Open Access
4 Citations
3,763 Views
18 Pages

Evolving Hybrid Deep Neural Network Models for End-to-End Inventory Ordering Decisions

  • Thais de Castro Moraes,
  • Jiancheng Qin,
  • Xue-Ming Yuan and
  • Ek Peng Chew

2 November 2023

Background: Over the past decade, the potential advantages of employing deep learning models and leveraging auxiliary data in data-driven end-to-end (E2E) frameworks to enhance inventory decision-making have gained recognition. However, current appro...

  • Article
  • Open Access
2 Citations
4,609 Views
18 Pages

Climate Justice Implications of Banning Air-Freighted Fresh Produce

  • Ebenezer Laryea,
  • Amin Hosseinian-Far and
  • Simon Derrick

2 November 2023

Background: Airfreight transport refers to the shipment of goods by air from one location to another and is often perceived as a contributor to global carbon emissions. The environmental impacts associated with airfreight are of notable and genuine c...

  • Article
  • Open Access
15 Citations
5,408 Views
25 Pages

A Two-Storage Inventory Model with Trade Credit Policy and Time-Varying Holding Cost under Quantity Discounts

  • Alaa Fouad Momena,
  • Rakibul Haque,
  • Mostafijur Rahaman and
  • Sankar Prasad Mondal

27 October 2023

Background: What are the cumulative influences of pricing, promotions of commodities, order size-based discount opportunities, and alternative warehousing scenarios on effective decision-making concerning inventory management? It is observed that the...

  • Article
  • Open Access
4 Citations
4,102 Views
23 Pages

26 October 2023

Background: This paper revolves around a meticulous exploration aimed at discerning the impact of total quality management (TQM) and service quality (SQ) practices upon the financial performance (FP) of firms within the container shipping industry. O...

  • Article
  • Open Access
17 Citations
9,382 Views
20 Pages

Analyzing Key Performance Indicators for Mobility Logistics in Smart and Sustainable Cities: A Case Study Centered on Barcelona

  • Raquel Soriano-Gonzalez,
  • Elena Perez-Bernabeu,
  • Yusef Ahsini,
  • Patricia Carracedo,
  • Andres Camacho and
  • Angel A. Juan

16 October 2023

Background: This article identifies and examines key performance indicators (KPIs) related to citizen mobility logistics in smart and sustainable urban areas. It begins with a comprehensive literature review to identify essential KPIs, offering valua...

  • Article
  • Open Access
4 Citations
4,165 Views
16 Pages

E-Waste Management: An Analysis under the Perspective of Conflicts and Shared Responsibility

  • Layanne Nara Parente Cardoso,
  • Karla Danyelle de Oliveira Miranda,
  • Ednael Francisco Vieira da Silva,
  • Patricia Guarnieri,
  • José Leão e Silva Filho and
  • Lúcio Camara e Silva

12 October 2023

Background: The Brazilian National Solid Waste Policy establishes the shared responsibility of all actors involved in e-waste generation and management; however, some conflicts of interest need interventions and approaches for preventing them. Object...

  • Article
  • Open Access
7 Citations
4,773 Views
21 Pages

Determining Factors for Supply Chain Services Provider Selection and Long-Term Relationship Maintenance: Evidence from Greece

  • Damianos P. Sakas,
  • Nikolaos T. Giannakopoulos,
  • Nikos Kanellos,
  • Christos Christopoulos and
  • Kanellos S. Toudas

Background: Due to increased globalization and its subsequent rise in competitiveness, the role of supply chain services (3PL) in managing logistics, reducing operational and non-operational costs, and managing customer and supplier relationships, ha...

  • Article
  • Open Access
13 Citations
7,294 Views
27 Pages

Background: The growth of e-commerce necessitates efficient logistics management to address rising last-mile delivery challenges. To overcome some of the last-mile delivery costs, parcel lockers as a delivery option, can be an alternative solution. T...

  • Article
  • Open Access
4 Citations
5,699 Views
14 Pages

Building Agro-Industrial Capabilities in the Sugarcane Supply Chain in Brazil

  • Gabriel da Silva Medina and
  • Rommel Bernardes da Costa

Background: This study aims to explore how domestic entrepreneurs can benefit from the thriving global agribusiness by establishing themselves in agro-industrial segments that can best remunerate capital and labour. The ways in which domestic entrepr...

  • Review
  • Open Access
20 Citations
32,477 Views
19 Pages

Supply Chain Management: A Structured Narrative Review of Current Challenges and Recommendations for Action

  • Herbert Jodlbauer,
  • Manuel Brunner,
  • Nadine Bachmann,
  • Shailesh Tripathi and
  • Matthias Thürer

Background: By examining the recent advancements in technology, particularly the transformation of material into digital flows and its impact on customer demands, the aim of this paper is to investigate supply chain management (SCM) by analyzing seve...

  • Article
  • Open Access
3 Citations
3,392 Views
21 Pages

Family Farmers in Short and Long Marketing Channels: Lessons for Rural Development in Goiás, Brazil

  • Thiago de Carvalho Verano,
  • Carlos de Melo e Silva Neto and
  • Gabriel da Silva Medina

Background: Family farmers’ access to markets is key for rural development. This study seeks to assess to what extent short and long marketing channels promote or inhibit the commercial inclusion of family farmers. Methods: The research was con...

  • Article
  • Open Access
6 Citations
4,523 Views
18 Pages

Earthquake Decision-Making Tool for Humanitarian Logistics Network: An Application in Popayan, Colombia

  • Helmer Paz-Orozco,
  • Irineu de Brito Junior,
  • Mario Chong,
  • Yesid Anacona-Mopan,
  • Jhon Alexander Segura Dorado and
  • Mariana Moyano

Background: This study presents a comprehensive methodology for enhancing humanitarian logistics planning and management in natural disasters, focusing on earthquakes. Methods: The innovative approach combines a deterministic mathematical model with...

  • Article
  • Open Access
2 Citations
3,296 Views
29 Pages

22 September 2023

Background: The classical mathematical formulation of the vendor-managed inventory (VMI) model assumes an infinite planning horizon, and consequently, the solution derived ignored the impact of the first cycle. The classical formulation is associated...

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Logistics - ISSN 2305-6290