scholarly journals Metaheuristics in the Humanitarian Supply Chain

Algorithms ◽  
2021 ◽  
Vol 14 (12) ◽  
pp. 364
Author(s):  
Francisca Santana Robles ◽  
Eva Selene Hernández-Gress ◽  
Neil Hernández-Gress ◽  
Rafael Granillo Macias
Keyword(s):  
Supply Chain ◽  
Computational Time ◽  
Future Research ◽  
Objective Functions ◽  
Swarm Optimization ◽  
Solution Algorithms ◽  
Research Questions ◽  
Humanitarian Supply Chain ◽  
Mass Evacuation ◽  
Post Disaster

Everyday there are more disasters that require Humanitarian Supply Chain (HSC) attention; generally these problems are difficult to solve in reasonable computational time and metaheuristics (MHs) are the indicated solution algorithms. To our knowledge, there has not been a review article on MHs applied to HSC. In this work, 78 articles were extracted from 2016 publications using systematic literature review methodology and were analyzed to answer two research questions: (1) How are the HSC problems that have been solved from Metaheuristics classified? (2) What is the gap found to accomplish future research in Metaheuristics in HSC? After classifying them into deterministic (52.56%) and non-deterministic (47.44%) problems; post-disaster (51.28%), pre-disaster (14.10%) and integrated (34.62%); facility location (41.03%), distribution (71.79%), inventory (11.54%) and mass evacuation (10.26%); single (46.15%) and multiple objective functions (53.85%), single (76.92%) and multiple (23.07%) period; and the type of Metaheuristic: Metaphor (71.79%) with genetic algorithms and particle swarm optimization as the most used; and non-metaphor based (28.20%), in which search algorithms are mostly used; it is concluded that, to consider the uncertainty of the real context, future research should be done in non-deterministic and multi-period problems that integrate pre- and post-disaster stages, that increasingly include problems such as inventory and mass evacuation and in which new multi-objective MHs are tested.

Dynamic capabilities in humanitarian supply chain management: a systematic literature review

2020 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Abdussamet Polater
Keyword(s):  
Supply Chain ◽  
Supply Chain Management ◽  
Literature Review ◽  
Systematic Literature Review ◽  
Dynamic Capabilities ◽  
Future Research ◽  
Chain Management ◽  
Content Type ◽  
Humanitarian Supply Chain ◽  
Humanitarian Supply Chain Management

PurposeThe main purpose of this paper is to examine the extant literature of humanitarian supply chain management (HSCM) which specifically use dynamic capabilities (DCs) view. By this means, the objectives of this study are to identify and assess the DCs used in the HSCM context, the factors positively and negatively affecting the DCs and how the DCs affect humanitarian supply chain (HSC) operations. Furthermore, this research aims to give directions for future research in the field of HSCM.Design/methodology/approachThis study adopts systematic literature review (SLR) approach proposed by Denyer and Tranfield (2009). Based on a SLR, this study synthesizes and compares the evidence, has a specific focus and research questions, has certain inclusion and exclusion criteria and provides evidence-based implications to the researchers and practitioners. This is a method which is replicable, transparent and auditable. The SLR methodology provides scholars and practitioners a basis for comprehending the current situation of relevant topic and taking correct steps in their future actions.FindingsThis SLR deduces that applying DCs view is still in its infancy in the HSCM literature. The result of this SLR reveals that supply chain agility (SCA), supply chain resilience (SCR), reconfiguration/transformation, integration, (short-term) collaboration, sustaining, sensing, seizing and knowledge access DCs have been used in the HSCM literature. In addition, it is determined that only one paper analyzed the influence of DCs on predisaster performance while rest of the papers focused on the postdisaster performance.Originality/valueThe result of the exhaustive literature search indicates that this is the first SLR that specifically analyzes the application of DCs view in the HSCM domain. This investigation determined the DCs used in HSCM and revealed the relations between the dependent and independent variables through the comprehensive model. In this way, this review provides a guidance to researchers in conduct their future investigations and practitioners to carry out supply chain (SC) operations by considering the factors affecting their operations.

Humanitarian supply chain management frameworks

2019 ◽  
Vol 26 (6) ◽  
pp. 1749-1780 ◽  
Author(s):  
Sachin Agarwal ◽  
Ravi Kant ◽  
Ravi Shankar
Keyword(s):  
Supply Chain ◽  
Supply Chain Management ◽  
Performance Measurement ◽  
Research Trend ◽  
Future Research ◽  
Chain Management ◽  
Content Type ◽  
Measurement Framework ◽  
Humanitarian Supply Chain ◽  
Humanitarian Supply Chain Management

Purpose The purpose of this paper is to examine and compare extant framework in humanitarian supply chain management (HSCM) and to propose a framework on humanitarian supply chain (HSC) performance measurement based on the content, context and process. Design/methodology/approach The structured keywords, namely humanitarian supply chain (HSC), humanitarian logistic (HL), humanitarian relief chain (HRC) and humanitarian chain (HC) as an exact phrase were searched in the title, abstract and keywords in the academic database. A total of 66 peer-reviewed articles were selected for analysis purpose that reports framework from the reviewed literature. These selected frameworks are categorized in dimensions, namely framework novelty, framework source, recognize elements/constructs of framework, comparative analysis of the framework and in-depth study of HSCM performance measurement. Findings The analysis reveals that the majority of these developed frameworks are novel and academic based. Case study is most prominent research methodology in the development of HSCM framework. Lack of coordination among humanitarian stakeholders is the major challenge in the empirical implementation of framework. This study proposes future research trend toward a unified HSCM framework that will facilitate to uncover the coherent set of elements/constructs in the field of HSCM. Research limitations/implications This study considers peer-reviewed articles published in English language, and excludes conference papers, working articles, technical data/reports and book chapters. Practical implications This study categorizes new dimension for framework analysis and proposed an HSC performance measurement framework which gives new insights to the academicians, practitioners and policy makers for future work. Social implications This examination gives the establishment to facilitate investigation of viable, efficient and effective HSCM, and detail opportunities for practices. Originality/value This study critically analyzes 66 frameworks under the different criteria to identify research gap and trends. Furthermore, this study proposes the HSC performance measurement framework.

Borrowing theories in humanitarian supply chain management

2015 ◽  
Vol 5 (3) ◽  
pp. 281-299 ◽  
Author(s):  
Tunca Tabaklar ◽  
Árni Halldórsson ◽  
Gyöngyi Kovács ◽  
Karen Spens
Keyword(s):  
Supply Chain ◽  
Supply Chain Management ◽  
Research Agenda ◽  
Future Research ◽  
Theoretical Point ◽  
Chain Management ◽  
Content Type ◽  
Theoretical Approaches ◽  
Humanitarian Supply Chain ◽  
Humanitarian Supply Chain Management

Purpose – Within the emerging research field of humanitarian supply chain management (HSCM) the use of existing theoretical concepts and frameworks to provide explanation and understanding of the phenomena under scrutiny is not yet well understood. There is still a lack of research on which theoretical approaches are used in this field, and to what extent this emerging field “borrows” theories from other disciplines. The purpose of this paper is therefore to deepen the understanding of HSCM from a theoretical point of view by identifying and evaluating the use of theories in HSCM literature. Design/methodology/approach – A literature review is conducted based on academic journal articles included in a well-recognised and publicly available bibliography on HSCM articles (Tatham, 2015). A content analysis is applied to the articles in terms of level of theory, research methodology, disaster management stages, disaster types, and disaster name/region. Findings – A trend towards using more established, “middle- range” theories, is evident. However, the use of theoretical approaches is not evenly spread between the different phases of disaster relief. A strong emphasis on SCM as a background discipline is also mirrored in the choice of theories used, which indicates the solidification of humanitarian logistics as a primarily supply chain discipline. The lack of use of other theoretical perspectives and grand theories is, however, still evident, which provides an interesting research agenda for future research. Research limitations/implications – The use of the bibliography limits the generalisation of the findings although some trends are evident. Originality/value – This is a first review of theories used in HSCM. It provides an overview of the state of the art of HSCM research but contributes to the maturation of research in this field. The paper concludes with a research agenda.

The Humanitarian Supply Chain Assessment Tool (HumSCAT)

2019 ◽  
Vol 9 (2) ◽  
pp. 221-249
Author(s):  
Ruth Banomyong ◽  
Puthipong Julagasigorn ◽  
Paitoon Varadejsatitwong ◽  
Pairach Piboonrungroj
Keyword(s):  
Supply Chain ◽  
Supply Chains ◽  
Assessment Tool ◽  
Recovery Phase ◽  
Future Research ◽  
Content Type ◽  
Humanitarian Supply Chains ◽  
Preparation Phase ◽  
Humanitarian Supply Chain

Purpose An understanding of the “AS-IS” stage of a relief operation is the basis for further action in humanitarian supply chain management. The purpose of this paper is to develop a toolbox called the Humanitarian Supply Chain Assessment Tool (HumSCAT). This toolbox is comprised of a set of basic tools which can be classified into each phase of disaster relief. Design/methodology/approach The HumSCAT is proposed by paralleling frequently used tools in commercial supply chains with the objectives and characteristics of relief phases. A case study was used to validate the HumSCAT along with six tools provided in the preparation phase. Findings The HumSCAT consists of seven tools in the preparation phase, nine tools in the response phase and ten tools in the recovery phase. The case study illustrates how to use the HumSCAT and the six tools. The latter were found to be useful for improving the relief chain. Research limitations/implications The list of tools is not exclusive. Other tools might be applicable as long as they meet the objectives and characteristics of the phase. A tool should be adjusted accordingly to the contexts. Tools in other phases should be validated in future research. Practical implications The HumSCAT may serve as a reference toolbox for practitioners. Its output can be used for further designing of the “TO-BE” status of humanitarian relief chains. Originality/value The HumSCAT is proposed as a toolbox for academics and practitioners involved in humanitarian supply chains.

Global Supply Chain: A Conceptual Study of the Effect of Globalization on Product and Process Innovation

2015 ◽  
Vol 14 (3) ◽  
pp. 356-367 ◽  
Author(s):  
Ryan L. Skiver
Keyword(s):  
Supply Chain ◽  
Cost Savings ◽  
Process Innovation ◽  
Global Supply Chain ◽  
Future Research ◽  
Research Issues ◽  
Product And Process Innovation ◽  
Research Questions ◽  
Product And Process ◽  
Conceptual Study

While successful performance in terms of cost savings for firms expanding beyond their home boundaries has been well noted in the literature. Other factors, such as product and process innovation gained through this global process, have not been well examined. The aim of this study is to answer four specific research questions: 1) What are the reasons for going global in today’s economy? 2) How can a global supply chain lead to increased innovation? 3) What are the specific ways that companies can gain product and process innovation in a global supply chain? 4) What is a model that can be examined for future research?This literature review examines areas of human resource management and supply chain management through the theory of absorptive capacity in a rapidly expanding global environment. In addressing the four main questions, this review will present emerging research issues for global supply chains.

The value of fourth-party logistics services in the humanitarian supply chain

2015 ◽  
Vol 5 (1) ◽  
pp. 35-60 ◽  
Author(s):  
Hella Abidi ◽  
Sander de Leeuw ◽  
Matthias Klumpp
Keyword(s):  
Supply Chain ◽  
Real Life ◽  
Research Paper ◽  
Humanitarian Logistics ◽  
Added Value ◽  
Future Research ◽  
Content Type ◽  
Qualitative And Quantitative ◽  
Fourth Party Logistics ◽  
Humanitarian Supply Chain

Purpose – The purpose of this paper is to identify the value of fourth-party logistics (4PL) services in a humanitarian supply chain. Furthermore, it shows a framework for a fourth-party humanitarian logistics concept. Design/methodology/approach – The research paper presents a framework of fourth-party humanitarian logistics based on the four core components described by Christopher (2005) which was evaluated with a nonlinear approach called analytical hierarchy process (AHP). The AHP method explores qualitative and quantitative decision-making criteria in case of solving multi-attribute and complex problems. In total, seven experts from academia and practice have contributed to this research, resulting in a better understanding of the decisive needs of humanitarian supply chain actors for implementing and integrating a 4PL concept. Findings – The research shows an increased value for humanitarian supply chain actors of establishing a 4PL concept. The results present a positive influence of 4PL in complex disasters environments and provide key drivers for increasing and simplifying collaboration between the humanitarian supply chain actors. Research limitations/implications – Future research has to consider different disaster types and needs to further emphasize the added value for beneficiaries of implementing a 4PL concept in a humanitarian supply chain environment. Further research should preferably also consider case studies in order to analyse challenges, drawbacks and benefits of this concept (qualitative and quantitative factors) in a real-life humanitarian supply chain setting. Practical implications – The research offers managerial insights into the use of a 4PL concept in the humanitarian supply chain environment to improve efficiency due to an improved collaboration between the humanitarian supply chain actors. Originality/value – The research paper investigates an under-researched topic in the humanitarian supply chain environment. For humanitarian supply chain actors outsourcing their activities to a 4PL service provider could secure collaboration, increase service levels as well as efficiency and therefore create additional value.

scholarly journals Multi-Objective Optimization Models for Sustainable Perishable Intermodal Multi-Product Networks with Delivery Time Window

Mathematics ◽  
2021 ◽  
Vol 9 (4) ◽  
pp. 379 ◽  
Author(s):  
Chia-Nan Wang ◽  
Nhat-Luong Nhieu ◽  
Yu-Chi Chung ◽  
Huynh-Tram Pham
Keyword(s):  
Supply Chain ◽  
Time Window ◽  
Mekong Delta ◽  
Network Design Problem ◽  
Future Research ◽  
Perishable Products ◽  
Delivery Time ◽  
Objective Functions ◽  
Multi Objective ◽  
Uncertainty Parameters

Supply chain network design problem is increasingly showing its importance, especially the perishable supply chain. This research develops a multi-objective mathematical model to design four-echelon intermodal multi-product perishable supply chain configuration in order to ensure a balance of the three pillars of sustainable development: economy, environment, and society. The optimization objective functions of the model are, respectively, minimizing costs, delivery time, emissions, and the supply-demand mismatch in time. The model addresses particular problems in the supply chain of fresh fruits, which is more challenging compared to other types of perishable products due to its seasonal characteristics. The study proposes a new approach that combines and standardizes the above objective functions into a single weighted objective function. The solution from the model supports the decision-making process at both strategic and tactical levels. Strategically, the model supports decisions about the location, size of facilities, product flows, and workforce level. Tactically, the decision variables provide information on harvest time, delivery time, the delivery route, and mode of transport. To demonstrate its practical applicability, the model is applied to Mekong Delta region, Vietnam, where a variety of fruit types, large yields, and high distribution demand in this region make designing a shared supply chain desirable for its overall economic, environmental, and social concerns. Moreover, sensitivity analysis regarding weights of different objectives is performed to assess possible changes in supply chain configurations. Application of this model to other perishable products, the addition of modes of transport, social policy, and uncertainty parameters may be suggested for future research.

The COVID-19 response: considerations for future humanitarian supply chain and logistics management research

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Denise D.P. Thompson ◽  
Renata Anderson
Keyword(s):  
Supply Chain ◽  
Supply Chain Management ◽  
Research Agenda ◽  
A Priori ◽  
Future Research ◽  
Chain Management ◽  
Content Type ◽  
Future Research Agenda ◽  
Humanitarian Supply Chain ◽  
The Way

PurposeThe purpose of this paper is three-fold: (1) this editorial viewpoint gives context to the manuscripts included in this special issue on pandemics and epidemics. (2) The viewpoint frames a research agenda for the vital work necessary to understand and make the humanitarian supply chain more resilient. (3) The authors hope that the viewpoint as well as the included papers contribute to the dialogue and facilitate a research program over the short- to medium-term about mass complex disasters, including epidemics and pandemics, and their effects on the humanitarian supply chain and logistics.Design/methodology/approachThe paper examines COVID-19 response by focusing on the USA as a mini case study. It utilizes contemporaneous reporting in USA newspapers between February and July of 2020. Reports made during an incident or event provide some of the most accurate records of that event and point to gaps in our understanding of research in the humanitarian supply chain.FindingsThe novel COVID-19 pandemic highlights unanticipated ways that pandemics and epidemics impact HLSCM and display the supply chain's fragility in stark terms. The paper layouts some of the thematic issues that emerged from COVID-19 that could point the way for future research in the field in the short run.Research limitations/implicationsThe articles accessed for the paper dated February–July 2020. With the pandemic ongoing, many more thematic areas or more enduring ones might surface that could change the direction of the findings or recommendations. In addition, relying on secondary sources like newspapers for this research largely depends on the quality of the reports. Moreover, newspaper articles are not as scientifically robust as are academic journals as some. The viewpoints could be biased. It is also difficult to verify the best news sources, if they are not known a priori.Practical implicationsThematic lessons from America's COVID-19 impact set the stage for future research agenda in the humanitarian supply chain and logistics response over the next few years. There will be other pandemics. The question is not if, but when.Social implicationsThe COVID-19 pandemic makes it impossible for us to ignore the link between the global supply chain, natural and human-made disasters, including epidemics and pandemics, environmental degradation and deforestation.Originality/valueThe paper's originality lies it being one of the first, if not the first, to deal with this topic within the operations/logistics/supply chain management field. It therefore helps to pave the way for other perspectives and approaches to understand and advance the field of humanitarian logistics and supply chain management.

Modelling systems for an effective humanitarian supply chain for disaster relief operations in the SADC region

2014 ◽  
Author(s):  
◽  
Jean-Claude Munyaka Baraka
Keyword(s):  
Supply Chain ◽  
Disaster Relief ◽  
Low Cost ◽  
Disaster Relief Operations ◽  
Last Mile ◽  
Response And Recovery ◽  
Relief Operations ◽  
Humanitarian Supply Chain ◽  
The Impact ◽  
Post Disaster

The SADC region has seen both man-made and natural disasters killing over 90 thousand people and affecting millions in the past 33 years. Most of these deaths were as a result of lack of infrastructure and preparedness. Looking at the challenges for providing relief to victims/evacuees throughout the entire disaster and post-disaster periods in the region, the emphasis of this thesis is on last mile transportation of resources, victims, emergency supplies, aiming to optimize the effectiveness (quick­I response) and efficiency (low-cost) of logistics activities including humanitarian supply chain. A survey was used for data collection. Statistical analysis helped determine the impact of disaster relief chains and lead to the development of a mathematical model that shall equip the region with mechanisms for response and recovery operations. An EXCEL optimization tool was used to find the optimal way of transporting relief in the region in case of a disaster.

Humanitarian supply chain management: modeling the pre and post-disaster relief operations

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Sachin Agarwal ◽  
Ravi Kant ◽  
Ravi Shankar
Keyword(s):  
Mathematical Model ◽  
Supply Chain ◽  
Facility Location ◽  
Disaster Relief ◽  
Evacuation Planning ◽  
Content Type ◽  
Disaster Relief Operations ◽  
Relief Operations ◽  
Humanitarian Supply Chain ◽  
Post Disaster

Purpose This study proposed a mathematical model for decision-making in the pre- and post-disaster phases. This research aims to develop a mathematical model for three important fields in the context of humanitarian logistics; stock prepositioning, facility location and evacuation planning in the humanitarian supply chain (HSC) network design. Design/methodology/approach This study applied three optimization techniques; classical approach (CA), pattern search algorithm (PSA) and Genetic Algorithm (GA) to solve the proposed mathematical model. The proposed mathematical model attempts to minimize the total relief items supply chain cost and evacuation chain cost of the HSC. A real case study of cyclone Fani, 2019 in Orissa, India is applied to validate the proposed mathematical model and to show the performance of the model. Findings The results demonstrate that heuristic approach; PSA performs better and optimal solutions are obtained in almost all the cases as compared to the GA and CA. Research limitations/implications This study is limited to deterministic demands in the affected regions, and different scenarios of the disaster events are not considered. Social implications The finding reveals that the proposed model can help the humanitarian stakeholders in making decisions on facility location, relief distribution and evacuation planning in disaster relief operations. Originality/value The results of this study may offer managerial insights to practitioners and humanitarian logisticians who are engaged in HSC implementation.

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