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Trade credit financing for supply chain coordination under financial challenges:a multi‑leader–follower game approach
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作者 Faranak Emtehani Nasim Nahavandi Farimah Mokhatab Rafiei 《Financial Innovation》 2023年第1期131-169,共39页
This study is designed to solve supply chain inefficiencies caused by some members’financial problems,such as capital shortages and financing restrictions in a stochastic environment.To this end,we have established a... This study is designed to solve supply chain inefficiencies caused by some members’financial problems,such as capital shortages and financing restrictions in a stochastic environment.To this end,we have established a supply chain finance framework by designing two novel coordinating contracts based on trade credit financing for different problem settings.These contracts are modeled in the form of multi-leader Stackelberg games that address horizontal and vertical competition in a supply chain consisting of multiple suppliers and a financially constrained manufacturer.However,previous studies in the trade credit literature have addressed only simple vertical competition,that is,seller-buyer competition.To solve the proposed models,two algorithms were developed by combining population-based metaheuristics,the Nash-domination concept,and the Nikaido-Isoda function.The results demonstrate that the proposed supply chain finance framework can eliminate supply chain inefficiencies and make a large profit for suppliers,as well as the financially constrained manufacturer.Furthermore,the results of the contracts’analysis showed that if the manufacturer is required to settle its payments to suppliers before the end of the period,the trade credit contract cannot coordinate the supply chain because of a lack of incentive for suppliers.However,if the manufacturer is allowed to extend its payments to the end of the period,the proposed trade credit financing contract can coordinate the supply chain.Finally,the sensitivity analysis results indicate that the worse the financial status of the manufacturer,the more bargaining power suppliers have in determining the contract parameters for more profit. 展开更多
关键词 supply chain coordination Financial constraint Multi-leader–follower Stackelberg game Trade credit financing Population-based metaheuristics
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Research on telecommunication resale service supply chain coordination with revenue-sharing contract 被引量:5
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作者 郑惠莉 达庆利 曹爱红 《Journal of Southeast University(English Edition)》 EI CAS 2004年第1期113-116,共4页
The competition and cooperation between traditional telecom operators and resale operators in the supply chain are discussed, when the telecom industry developed telecommunication resale service. Supply chain contract... The competition and cooperation between traditional telecom operators and resale operators in the supply chain are discussed, when the telecom industry developed telecommunication resale service. Supply chain contract is an effective way to coordinate the supply chain. This paper analyzes the revenue-sharing contract between telecom operators and resale operators. The study shows that by setting up a rational revenue-sharing ratio and wholesale price, a revenue-sharing contract can coordinate this supply chain, and telecom operators and resale operators can achieve a 'win-win' solution. 展开更多
关键词 telecommunication resale service supply chain coordination revenue-sharing contract
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Supply chain coordination mechanisms under asymmetric information with retailer cost disruptions 被引量:7
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作者 庄品 赵林度 《Journal of Southeast University(English Edition)》 EI CAS 2007年第4期620-625,共6页
A two-level supply chain model involving one supplier and one retailer with linear demand is developed, and supply chain coordination mechanisms under asymmetric information (the retailer' s cost structure is asymme... A two-level supply chain model involving one supplier and one retailer with linear demand is developed, and supply chain coordination mechanisms under asymmetric information (the retailer' s cost structure is asymmetric information) are proposed by employing game theory in two scenarios: coordination mechanisms under asymmetric information in a regular scenario (without disruption); and coordination mechanisms under asymmetric information in an irregular scenario ( with retailer cost disruptions). It is optimal for the supply chain to maintain the original production plan and to guarantee a steadily running system if variations of retailer costs are sufficiently low and do not exceed an upper bound. This shows that the original production plan has certain robustness under disruptions. Decisions must be re-made if a retailer' s cost change is greater and exceeds an upper bound. Impacts of retailer cost disruptions on the order quantity, the retail price, the wholesale price and each party' s as well as the system' s expected profits are investigated through numerical analyses. 展开更多
关键词 disruption management supply chain coordination mechanism asymmetry information game theory cost disruption
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Supply chain coordination with participators' risk bias under buy-back contract
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作者 孙华 何建敏 庄亚明 《Journal of Southeast University(English Edition)》 EI CAS 2007年第S1期133-139,共7页
Considering participators' risk bias,which is measured by the method of value at risk,the risk constraints in a two-echelon supply chain coordination under buy-back contract is equal to giving the order of an uppe... Considering participators' risk bias,which is measured by the method of value at risk,the risk constraints in a two-echelon supply chain coordination under buy-back contract is equal to giving the order of an upper bound.With a risk-averse dominant enterprise(M)and a risk-neutral non-dominant one(R),the coordination which optimizes the supply chain under the risk constraints is achieved by a penalty mechanism L to reduce R's order.With risk-neutral M and risk-averse R,M can motivate R to increase his order by providing a risk subsidy K,and two cases are discussed.If the risk constraints of R cannot satisfy M's participation constraint to offer K,M will prefer to accept R's order to obtain a sub-optimization solution of the supply chain.Or else,with M's K,R's optimal order just coordinates the supply chain,which is equal to the case without risk bias,and in this situation R's risk bias only affects the profit distribution between the participators. 展开更多
关键词 value at risk buy-back contract supply chain coordination risk bias
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DISRUPTION MANAGEMENT FOR SUPPLY CHAIN COORDINATION WITH EXPONENTIAL DEMAND FUNCTION 被引量:61
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作者 黄崇超 于刚 +1 位作者 汪嵩 王先甲 《Acta Mathematica Scientia》 SCIE CSCD 2006年第4期655-669,共15页
The coordination problem of a supply chain comprising one supplier and one retailer under market demand disruption is studied in this article. A novel exponential demand function is adopted, and the penalty cost is in... The coordination problem of a supply chain comprising one supplier and one retailer under market demand disruption is studied in this article. A novel exponential demand function is adopted, and the penalty cost is introduced explicitly to capture the deviation production cost caused by the market demand disruption. The optimal strategies are obtained for different disruption scale under the centralized mode. For the decentralized mode, it is proved that the supply chain can be fully coordinated by adjusting the price discount policy appropriately when disruption occurs. Furthermore, the authors point out that similar results can be established for more general demand functions that represent different market circumstances if certain assumptions are satisfied. 展开更多
关键词 supply chain coordination disruption management real-time optimization production and pricing
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Coordination of Multi-leaders and Multi-followers in Supply Chain of Value-Added Telecom Services 被引量:4
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作者 戴建华 白秀广 舒华英 《China Communications》 SCIE CSCD 2011年第5期157-164,共8页
In order to study supply chain of the telecom value-added service,a multi-leaders and multi-followers Stackelberg game model with multiple telecom operators and multiple service providers whose income is composed of i... In order to study supply chain of the telecom value-added service,a multi-leaders and multi-followers Stackelberg game model with multiple telecom operators and multiple service providers whose income is composed of information fee division and advertisement was constructed.Then a demonstration was simulated,and the results were compared with the situation of service providers' income only from information fee division.The simulated and compared results indicate that,the enterprises in the supply chain have the nature of pursuing the maximum profits in capital markets;meanwhile,first-mover advantages and some enterprise can get more profits with the information asymmetry. 展开更多
关键词 telecom service supply chain coordination multi-leaders multi-followers Stackelberg model bi-level programming
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Collaborative supply chain planning under dynamic lot sizing costs with capacity decision 被引量:3
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作者 Hongyan Li Tianhui You Xiaoyi Luo 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2011年第2期247-256,共10页
Studies show that supply chain cooperation improves supply chain performance. However, it remains a challenge to develop and implement the realistic supply chain cooperation scheme. We investigate a two-echelon supply... Studies show that supply chain cooperation improves supply chain performance. However, it remains a challenge to develop and implement the realistic supply chain cooperation scheme. We investigate a two-echelon supply chain planning problem with capacity acquisition decision under asymmetric cost and demand information. A simple negotiation-based coordination mechanism is developed to synchronize production/order strategies of a supplier and a buyer. The coordination scheme shows how the supplier and the buyer modify their production and order policy in order to find a joint economic lot sizing plan, which saves the overall supply chain cost. The allocation of the cooperation benefit is determined by negotiation. Due to the complexity of the multiple periods, multiple level supply chain lot sizing with capacity decision, a heuristic algorithm is developed to find coordination solutions. Finally, the results of the numerical study indicate the performance of supply chain coordination scheme. 展开更多
关键词 supply chain coordination joint economic lot sizing NEGOTIATION supply chain management capacity acquisition heuristics.
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Financing Strategy of Low-Carbon Supply Chain with Capital Constraint under Cap-and-Trade Regulation 被引量:2
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作者 Changli Lu Ming Zhao +1 位作者 Imran Khan Peerapong Uthansakul 《Computers, Materials & Continua》 SCIE EI 2021年第1期437-455,共19页
Cap-and-trade regulation provides incentives for manufacturers to reduce carbon emissions,but manufacturers’insufficient capital can disrupt the implementation of low-carbon emission reduction technologies.To allevia... Cap-and-trade regulation provides incentives for manufacturers to reduce carbon emissions,but manufacturers’insufficient capital can disrupt the implementation of low-carbon emission reduction technologies.To alleviate capital constraints,manufacturers can adopt external financing for low-carbon emission reduction investments.This paper studies the independent financing and financing cooperation behavior in a supply chain in which the manufacturer and retailer first implement low-carbon emission reduction technologies and then organize production and sales in accordance with wholesale price contracts.Through comparing the optimal profits and low-carbon emission reduction levels under the independent financing and financing cooperation mode,we come to the following conclusions:(1)Although financing interest increases the cost of the supply chain,manufacturers prefer to invest in reducing carbon emissions rather than buying carbon quotas.(2)When financing independently,a decentralized decision-making mode(MD)is the best choice for manufacturers.(3)In cooperative financing,when the supply chain adopts a decentralized decision-making mode(SD)in which the retailer determines the financing cost-sharing ratio according to their optimal profit,the profits of the supply chain and its members are significantly improved.(4)When manufacturers and retailers adopt a centralized decision-making model(SC)in cooperative financing,they jointly determine the financing cost-sharing ratio and the level of low-carbon emission reduction.If the financing cost-sharing ratio meets a certain threshold range,the profits of manufacturers and retailers achieve Pareto improvement,indicating that this cooperative financing model is effective. 展开更多
关键词 Cooperative financing CAP-AND-TRADE supply chain coordination
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Supply Coordination Based on Bonus Policy in Assembly under Uncertain Delivery Time 被引量:1
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作者 LI Guo LIU Mengqi +1 位作者 WANG Zhaohua PENG Bingzong 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2013年第2期293-303,共11页
The existing research of supply coordination under uncertain delivery time mainly focuses on the collaboration between the supplier and the manufacturer, which aim at minimizing the total cost of each side and finding... The existing research of supply coordination under uncertain delivery time mainly focuses on the collaboration between the supplier and the manufacturer, which aim at minimizing the total cost of each side and finding comparative optimal solutions under decentralized decision. In the supply coordination, the collaboration between suppliers in assembly system is usually not considered. As a result, the manufacturer’s production is often delayed due to mismatching delivery of components between suppliers. Therefore, to ensure supply coordination in assembly system, collaboration between suppliers should be taken into consideration. In this paper, an assembly system with two suppliers and one manufacturer under uncertain delivery time is considered. The model is established and optimal solution is given under decentralized decision. Furthermore, the cost functions of two suppliers are both convex, and a unique Nash equilibrium exists between two suppliers. Then the optimal decision under supply coordination is analyzed, which is regarded as a benchmark for supply coordination. Additionally, the total cost of the assembly system is jointly convex in agreed delivery time. To achieve supply coordination a bonus policy is explored in the assembly system under uncertain delivery time, and the total cost under bonus policy must be lower than under decentralized decision. Finally the numerical and sensitivity analysis shows the cost of assembly system under bonus policy equals that under supply coordination, and the cost of each side in assembly system under bonus policy is lower compared to that under decentralized decision. The proposed research minimizes the total cost of each side with bonus policy in assembly system, ensures the supply coordination between suppliers and the manufacturer, and improves the competiveness of the whole supply chain. 展开更多
关键词 supply coordination bonus policy assembly system uncertain delivery time
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A joint inventory–finance model for coordinating a capital‑constrained supply chain with financing limitations 被引量:1
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作者 Faranak Emtehani Nasim Nahavandi Farimah Mokhatab Rafiei 《Financial Innovation》 2021年第1期115-153,共39页
Faced with economic recession,firms struggle to find ways to stay competitive and maintain market share.Effective coordination of the supply chain can solve this problem,but this may fail if existing capital constrain... Faced with economic recession,firms struggle to find ways to stay competitive and maintain market share.Effective coordination of the supply chain can solve this problem,but this may fail if existing capital constraints and financial flows are ignored.This study addresses the challenge by exploiting coordination through joint decision-making on the physical and financial flows of a capital-constrained supply chain.We also consider the capital-constrained member’s financing limitations that lead to lost sales.Two scenarios based on non-coordinated and coordinated structures are modeled in the form of bi-objective optimization problems that simultaneously optimize system costs and service levels.The models are solved using the-constraint method.The results indicate that the non-coordinated model cannot satisfy more than about 50%of the demand due to capital shortage and financing limitations,while the coordinated model can satisfy all of the demand via internal financing.Furthermore,the proposed coordination scheme leads to cost reduction for the members and the total system.To motivate all members to accept the proposed coordination scheme,a cost-sharing mechanism is applied to the coordination procedure.Finally,a sensitivity analysis concerning financial parameters is provided for validating the coordination model. 展开更多
关键词 supply chain coordination Inventory-finance model Capital shortage Financing limitation Service level Bi-objective optimization
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Pareto Optimal Solution for Supply Contracts with Multiple Suppliers
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作者 CHEN Kebing GAO Chengxiu 《Wuhan University Journal of Natural Sciences》 EI CAS 2006年第3期515-519,共5页
This paper analyzes an electronic procurement (e-procurement) process between a manufacturer and N-supplier in the e-market. We proof that using the general contract based on auction theory, i. e. the wholesale pric... This paper analyzes an electronic procurement (e-procurement) process between a manufacturer and N-supplier in the e-market. We proof that using the general contract based on auction theory, i. e. the wholesale price contract, would not achieve the coordination of channel composed of the manufacturer and the winning supplier. The paper designs a contract mechanism, i.e. the side payment price-restricted contract based on auction theory, which not only ensures Pareto optimal solutions for both, but also coordinates the supply chain. A numerical experiment is provided to compare the performance of different auction mechanisms and to reinforce key managerial insights generated through analysis. 展开更多
关键词 supply chain coordination auction theory CONTRACT order statistics
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Supply chain coordination with CCPP for a short-life-cycle product
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作者 LIU Bin ZHANG Rong 《Chinese Business Review》 2007年第4期1-8,19,共9页
Supply chain coordination for short-life-cycle products with price-dependent demand is a focus in present operation management and management science fields. This paper considers the supply chain coordination problem ... Supply chain coordination for short-life-cycle products with price-dependent demand is a focus in present operation management and management science fields. This paper considers the supply chain coordination problem for a single-cycle and two-selling-stage short-life-cycle product. Firstly, the inventory model of whole system is depicted with a stochastic dynamics programming. Then, a new combined contract CCPP (combined contract with pending prices) is developed to coordinate the decentralized system, and its validity for channel coordination is proved. Finally, the analysis on system performances is simulated with some examples. 展开更多
关键词 supply chain coordination short-life-cycle product combined contract with pending prices(CCPP)
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An Improved Inventory Coordination Model in a Multi-stage Multi-customer Supply Chain
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作者 Hanwu Hu Chunlin Xing 《Chinese Business Review》 2006年第3期15-20,34,共7页
To solve the inventory coordination model in a multi-stage, multi-customer supply chain, this paper first analyzes the third model (integer powers of two multipliers at each firm) studied by Moutaz Khouja (2003), ... To solve the inventory coordination model in a multi-stage, multi-customer supply chain, this paper first analyzes the third model (integer powers of two multipliers at each firm) studied by Moutaz Khouja (2003), and the authors take a numerical example to prove that the third model is irrational to miss feasible solution. Then this paper puts up a new improved model (integer multiplier at each firm), and takes the example to prove it gives better results than the integer powers of two multipliers at each firm. 展开更多
关键词 inventory coordination model supply chain cycle time improve
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Food safety management and regulation:International experiences and lessons for China 被引量:8
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作者 L Unnevehr V Hoffmann 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2015年第11期2218-2230,共13页
China is experiencing rapid urbanization, changes in diets, and modernization of food retailing and production. In this context, food safety can become a greater concern for a variety of reasons. The purpose of this a... China is experiencing rapid urbanization, changes in diets, and modernization of food retailing and production. In this context, food safety can become a greater concern for a variety of reasons. The purpose of this article is to review the international experiences and lessons regarding food safety management, regulation, and consumer behavior, with the goal of identifying how to improve food safety in middle income countries such as China. International experience in addressing food safety provides two general kinds of lessons. First, a middle-income country such as China needs to develop the capacity to carry out risk analysis in order to better focus public resources on the most important risks. Second, it will be important to leverage market incentives so as to make the best use of limited public capacity to enforce standards. Inter- national experiences show that food safety management is feasible where market incentives exist, and that public-private partnerships can support the process of improving food safety management. Market incentives require effective consumer or buyer demand, mechanisms to identify and reward quality, and supply chain coordination. Public efforts can be targeted to supporting these market developments for the risks that are the greatest burden to public health. 展开更多
关键词 food safety regulation supply chain coordination risk analysis
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SIMULATING THE SUPPLY DISRUPTION FOR THE COORDINATED SUPPLY CHAIN 被引量:4
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作者 Hui YU Caihong SUN Jian CHEN 《Journal of Systems Science and Systems Engineering》 SCIE EI CSCD 2007年第3期323-335,共13页
There are many disruptive accidents in the supply chain operations system and achieving the coordination of supply chain is main objective for supply chain research. While disruptive accidents have increasingly influe... There are many disruptive accidents in the supply chain operations system and achieving the coordination of supply chain is main objective for supply chain research. While disruptive accidents have increasingly influenced the coordinated operation of the supply chain, existing research literature on the supply chain coordination is setting in a stationary environment. The answer for how the disruptive accidents affect the coordinated supply chain is given in this paper. Based on the benchmark supply chain which is coordinated by the negative incentive mechanism, we study the impacts of supply disruption on the supply chain system by using simulation approach in which two different distribution function of random variable are used to express the supply disruption. Comparison between these two simulation results and possible coordination mechanism under the supply disruption are proposed. From the perspective of supply chain risk management, we provide the inspiration for the manager. 展开更多
关键词 Disruptive accidents supply disruption SIMULATION supply chain coordination
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Research on two-part revenue-sharing contract under demand disruption
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作者 侯晶 赵林度 《Journal of Southeast University(English Edition)》 EI CAS 2007年第S1期57-63,共7页
Assuming that the realized demand is determined by the inventory level,a two-part revenue sharing contract of one supplier and one retailer is analyzed under the circumstance of demand disruption(the disruption cost o... Assuming that the realized demand is determined by the inventory level,a two-part revenue sharing contract of one supplier and one retailer is analyzed under the circumstance of demand disruption(the disruption cost occurs at the supplier).Based on the centralized optimization,the profits of the two members are maximized in sequential optimization though a two-part revenue-sharing contract.The result shows that when the demand disruption occurs,if the degree of disruption is within some range,the ordering and manufacturing plans need not be changed,while only the revenue sharing fraction for the retailer should be diminished;if not,both the plan and the revenue sharing fraction should be changed for the possible coordination of the supply chain.Finally,numerical illustrations of the contract for various scenarios are given. 展开更多
关键词 logistics service mode supply chain coordination revenue-sharing contract demand disruption
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Smart contract-enabled consortium blockchains for the control of supply chain information distortion 被引量:1
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作者 Corban Allenbrand 《Blockchain(Research and Applications)》 EI 2023年第3期11-17,共7页
Conflicts between supply chain members emerge because individual strategic actions may not be jointly optimal.Efforts to forecast consumer demand represent a source of conflict.The coordination of forecasts requires a... Conflicts between supply chain members emerge because individual strategic actions may not be jointly optimal.Efforts to forecast consumer demand represent a source of conflict.The coordination of forecasts requires a powerful incentive alignment approach.This work proposes a smart contract equipped consortium blockchain system that creates an incentive structure that makes coordination with respect to forecasts economically appealing.Distortions of demand information due to uncoordinated forecasting are captured by a bullwhip measure that factors both forecast error and variance.Cooperation under the system is shown to help minimize this bullwhip measure,thus generating new outcomes for the participants that allow for a higher reward.Under a fixed payout structure,the system achieves credibility of continued cooperation,thus promoting an optimally coordinated equilibrium between the retailer and supplier.Blockchain technology represents a novel information system and consensus formation mechanism that can intermediate the behavior of a supply chain network. 展开更多
关键词 Game theory BULLWHIP Information systems supply chain coordination Demand forecasting Blockchain applications
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Coronavirus Dynamics:The Undulating Playing Field
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作者 Bongs Lainjo 《Psychology Research》 2020年第3期118-123,共6页
The goal of the paper is to conduct an exploratory review and analyses of the dynamics of the pandemic focusing on two themes:pandemic morbidity and vulnerable populations.Method:Review of literature,anecdotal evidenc... The goal of the paper is to conduct an exploratory review and analyses of the dynamics of the pandemic focusing on two themes:pandemic morbidity and vulnerable populations.Method:Review of literature,anecdotal evidence,and reports on the morbidity of COVID-19;including scope of its devastating effects in selected countries.Findings:The devastating effects of the coronavirus are felt across different vulnerable populations.These include the elderly,front line workers,marginalized communities,visible minorities,and more.Inadequate and sometimes conflicting remarks by“experts”have only contributed in exacerbating the confusion in the general population.However,compassion and empathy from different communities have had positive effects on mitigating some of the health outcomes like mental health and other health-related effects of the pandemic.Institutional support needs to be strengthened,especially with regard to individual risks and supply chain coordination:personal protection equipment(PPE),masks,swabs,reagents,etc.The challenge in Africa is especially daunting,because of limited and inadequate financial resources and infrastructure,as confirmed by the health budget allocations as a percentage of their respective GDP(gross domestic product).Discussion:The effects of the COVID-19 are producing unprecedented and catastrophic outcomes in many countries.These have been exacerbated by the level of unpreparedness and inadequate degrees of prevention and intervention strategies.With a few exceptions,the common and current intervention approach is driven by many unknowns including compilation of relevant reliable and compelling data sets.Vulnerable communities continue to suffer most:a situation that is highlighted in this essay as one attempt to remind institutions of their duty to provide appropriate support,including compassion and empathy to these populations.The repercussions of no or inadequate action are numerous,significant,and mind-boggling with unpredictable future outcomes and possible dire consequences.The continuous carnage caused by COVID-19 is a wake-up call reminding all stakeholders(public and private institutions)that once again the inequality infiltrating vulnerable populations needs to be effectively addressed with emphasis on affordability,improved quality of life,and an inclusive long-term strategic plan.Ubiquitous and inadequate supply chain coordination mechanisms have been a major deterrent towards mitigating the effects of this coronavirus pandemic. 展开更多
关键词 coronavirus pandemic front line workers vulnerable populations compassion and empathy supply chain coordination unprecedented future outcomes relevant and compelling data sets protective personal equipment(PPE)
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Evolutionary approaches for supply chain optimisation.Part II:multi-silo supply chains
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作者 Maksud Ibrahimov Arvind Mohais +1 位作者 Sven Schellenberg Zbigniew Michalewicz 《International Journal of Intelligent Computing and Cybernetics》 EI 2012年第4期473-499,共27页
Purpose–The purpose of this paper and its companion(Part I:single and two-component supply chains)is to investigate methods to tackle complexities,constraints(including time-varying constraints)and other challenges.I... Purpose–The purpose of this paper and its companion(Part I:single and two-component supply chains)is to investigate methods to tackle complexities,constraints(including time-varying constraints)and other challenges.In this part,attention is devoted to multi-silo supply chain and the relationships between the components.The first part of the paper aims to consider two types of experimental supply chains:with one-to-many and many-to-one relationships.The second half of the paper aims to present two approaches on optimising the material flow in the real-world supply chain network.Design/methodology/approach–Cooperative coevolutionary and classical sequential approaches are taken to address the experimental multi-silo supply chains.Due to the nature and the complexity of the supply chain presented in the second half of the paper,evolutionary algorithm was not sufficient to tackle the problem.A fuzzy-evolutionary algorithm is proposed to address the problem.Findings–The proposed systems produce solutions better than solutions proposed by human experts and in much shorter time.Originality/value–The paper discusses various algorithms to provide the decision support for the real-world problems.The system proposed for the real-world supply chain is in the process of integration to the production environment. 展开更多
关键词 Genetic algorithms Cooperative coevolution coordinated supply chain Time-varying constraints Time-varying control systems supply chain management
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Evolutionary approaches for supply chain optimisation Part I:single and two-component supply chains
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作者 Maksud Ibrahimov Arvind Mohais +1 位作者 Sven Schellenberg Zbigniew Michalewicz 《International Journal of Intelligent Computing and Cybernetics》 EI 2012年第4期444-472,共29页
Purpose–The purpose of this paper and its companion(Part II:multi-silo supply chains)is to investigate methods to tackle complexities,constraints(including time-varying constraints)and other challenges.In tis part,th... Purpose–The purpose of this paper and its companion(Part II:multi-silo supply chains)is to investigate methods to tackle complexities,constraints(including time-varying constraints)and other challenges.In tis part,the paper aims to devote attention to single silo and two-silo supply chains.It also aims to discuss three models.The first model is based on the winebottling real-world system and exposes complexities of a single operational component of the supply chain.The second model extends it to two components:production and distribution.The last system is a real-world implementation of the two-component supply chain.Design/methodology/approach–Evolutionary approach is proposed for a single component problem.The two-component experimental supply chain is addressed by the algorithm based on cooperative coevolution.The final problem of steel sheet production is tackled with the evolutionary algorithm.Findings–The proposed systems produce solutions better than solutions proposed by human experts and in a much shorter time.Originality/value–The paper discusses various algorithms to provide the decision support for the real-world problems.The proposed systems are in the production use. 展开更多
关键词 Genetic algorithms Cooperative coevolution coordinated supply chain Time-varying constraints supply chain management Time-varying control systems
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