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A decision support system for supplier selection and order allocation in stochastic, multi-stakeholder and multi-criteria environments

James Scott, William Ho, Prasanta K. Dey, Srinivas Talluri
2015 International Journal of Production Economics  
Integrated supplier selection and order allocation is an important decision for both designing and operating supply chains.  ...  that selects appropriate suppliers and allocates orders optimally between them.  ...  Support from the BioenNW Interreg IVB Project and its project partners has also been influential in allowing proper industry access for this research to be completed.  ... 
doi:10.1016/j.ijpe.2014.11.008 fatcat:ij7jxdzxfrbwpnjs2vsp5hgxei

An integrated approach of sustainable procurement and procurement postponement for the multi-product, assemble-to-order (ATO) production system

Krishnendu Mukherjee
2016 Production  
Acknowledgements The author expresses gratitude to two anonymous reviewers for their valuable comments and the detailed reading of the paper.  ...  Deterministic order allocation model for the base product The following assumptions are considered to prepare objective functions for supplier selection. Assumptions 1.  ...  suppliers for deterministic and/ stochastic demand.  ... 
doi:10.1590/0103-6513.191915 fatcat:xfqactxffrftbhvjklf6abos3m

AN OVERVIEW OF FUZZY TECHNIQUES IN SUPPLY CHAIN MANAGEMENT: BIBLIOMETRICS, METHODOLOGIES, APPLICATIONS AND FUTURE DIRECTIONS

Keyu Lu, Huchang Liao, Edmundas Kazimieras Zavadskas
2021 Technological and Economic Development of Economy  
By the analyses in terms of bibliometrics, methodologies and applications, publication trends, popular methods such as fuzzy MCDM methods, and hot applications such as supplier selection, are found.  ...  It is hoped that this paper would be helpful for scholars and practitioners in the field of fuzzy decision making and SCM.  ...  by the fuzzy TOPSIS to select suppliers and allocate orders considering multiple periods.  ... 
doi:10.3846/tede.2021.14433 fatcat:62hlbeiukbeplnfnwxehbevs5y

A systematic review on supplier selection and order allocation problems

Sourour Aouadni, Ismahene Aouadni, Abdelwaheb Rebaï
2019 Journal of Industrial Engineering International  
The supplier selection and order allocation are two key strategic decisions in purchasing problem.  ...  and the different MCDM methods and mathematical models used for SSP will be presented.  ...  Li and Zabinsky (2011) developed a scenario-based two-stage stochastic programming (SP) model and a chance-constrained model for the supplier selection which considered the case of multiple plants with  ... 
doi:10.1007/s40092-019-00334-y fatcat:yii2jrf6ofe53ewpmabca4ubum

REVERSE LOGISTICS: A REVIEW OF LITERATURE

S. Senthil .
2014 International Journal of Research in Engineering and Technology  
Since supply chains are designed for forward flow, integrating product recovery into the network design poses a major challenge.  ...  The objective of this study is to encourage and provide researchers with future research directions in reverse logistics.  ...  Amin and Zhang [33] present an integrated model for supplier selection, order allocation, and closed loop network configuration.  ... 
doi:10.15623/ijret.2014.0323031 fatcat:pmfebeyqw5hgjcbtssjnxi4bb4

Multi-criteria decision analysis with goal programming in engineering, management and social sciences: a state-of-the art review

Cinzia Colapinto, Raja Jayaraman, Simone Marsiglio
2015 Annals of Operations Research  
Goal programming (GP) is an important class of multi-criteria decision models widely used to analyze and solve applied problems involving conflicting objectives.  ...  In this paper we present a state of the art literature review on GP applications in three selected (prominent and popular) areas, namely engineering, management and social sciences.  ...  Shanker and Vrat (1999) , Karsak  ... 
doi:10.1007/s10479-015-1829-1 fatcat:66njolor7fdzbjcdbczqwqinzy

Supply Chain Risk Management in Chinese Chemical Industry based on Stochastic Chance-Constrained Programming Model

Liping Liu, Shuxia Li, Yifan Wu
2014 Applied Mathematics & Information Sciences  
Then this paper develops a stochastic chance-constrained programming model to select optimal mitigation strategies effectively to achieve risk reduction goals without exceeding the expenses budget.  ...  Finally, this paper gives a numerical example and discusses how the change of model parameter affects the optimal solution.  ...  Scheduling Optimization Method for Emergency supplies" (No. 71101051) and "Production Strategy and Scheduling Problem for Hybrid Production System with Outsourcing Allowed" (No. 71202053), and also by  ... 
doi:10.12785/amis/080333 fatcat:w75cypxndbdevjel72nlanryji

Strategic supplier selection using multi-stakeholder and multi-perspective approaches

William Ho, Prasanta Kumar Dey, Arijit Bhattacharya
2015 International Journal of Production Economics  
In the paper "A decision support system for supplier selection and order allocation in stochastic, multi-stakeholder and multi-criteria environments" by Scott et al.  ...  (in press) , the decision support system integrates analytic hierarchy process, quality function deployment, and chance constrained optimization algorithm approach to select appropriate suppliers with  ... 
doi:10.1016/j.ijpe.2015.03.028 fatcat:ltqfeyiamzbrjl7x4zuxsxnsae

A regional information-based multi-attribute and multi-objective decision-making approach for sustainable supplier selection and order allocation

Kijung Park, Gül E. Okudan Kremer, Junfeng Ma
2018 Journal of Cleaner Production  
Okudan Kremer, and Junfeng Ma. "A regional information-based multi-attribute and multi-objective decision-making approach for sustainable supplier selection and order allocation.  ...  Although extant studies proposed various models and frameworks for sustainable supplier selection problems, they paid limited attention to the incorporation of regional economic, social, and environmental  ...  Acknowledgements The authors would like to acknowledge the support of Institute of Industrial & Systems Engineers and ISERC 2013, which provided an opportunity to discuss and improve the preliminary work  ... 
doi:10.1016/j.jclepro.2018.03.035 fatcat:qrhgzkkvdrcsdmebqr2hoxedyi

Robust-fuzzy model for supplier selection under uncertainty: An application to the automobile industry

Masood Rabieh, Mohammad Modarres, Adel Azar
2017 Scientia Iranica. International Journal of Science and Technology  
This paper proposes an innovative robust-fuzzy method for multi-objective, multi-period supplier selection problem under multiple uncertainties.  ...  We develop a model and a solution approach to select suppliers by considering risk.  ...  [20] developed a chance-constrained integer programming formulation for vendor selection and order allocation by minimizing costs.  ... 
doi:10.24200/sci.2017.4456 fatcat:dnuungaxvrffnfkh644alriqqe

Fuzzy Linear Programming Models for a Green Logistics Center Location and Allocation Problem under Mixed Uncertainties Based on Different Carbon Dioxide Emission Reduction Methods

Sun, Lu, Zhang
2019 Sustainability  
The fuzzy credibilistic chance-constrained programming is then adopted to obtain the crisp and linear reformulations of the fuzzy programming models.  ...  based on the fuzzy set theory to order to enhance the reliability of the logistics center location and allocation planning.  ...  The fuzzy models are easily defuzzied by using fuzzy chance-constrained programming.  ... 
doi:10.3390/su11226448 fatcat:45kg3g3axbatzj5d6abc5q3e4u

Supplier evaluation and selection in fuzzy environments: a review of MADM approaches

Mehdi Keshavarz Ghorabaee, Maghsoud Amiri, Edmundas Kazimieras Zavadskas, Jurgita Antucheviciene
2017 Ekonomska Istrazivanja-Economic Research  
This study provides a review of applications of MADM approaches for evaluation and selection of suppliers in a fuzzy environment.  ...  In past years, the multi-attribute decision-making (MADM) approaches have been extensively applied by researchers to the supplier evaluation and selection problem.  ...  Li, Wong, and Kwong (2013) developed an integrated model of material supplier selection and order allocation using extended fuzzy AHP and dynamic programming.  ... 
doi:10.1080/1331677x.2017.1314828 fatcat:aocrdtfhjfct3pgch4ai2vm2oy

Multiobjective vendor allocation in multiechelon inventory systems: a spreadsheet model

S W Lam, L C Tang
2006 Journal of the Operational Research Society  
Ghodsypour and O’Brien (1998) developed an integrated method for supplier selection and order allocation taking into account both qualitative and quantitative factors.  ...  Another line of research that considered the stochastic nature of demands was the use of chance-constrained MILP by Kasilingam and Lee (1996).  ... 
doi:10.1057/palgrave.jors.2602027 fatcat:t64wprmpxjbbnlxzk2dctesdka

Suppliers ranking by cross-efficiency evaluation in the presence of volume discount offers

Mahdi Mahdiloo, Abdollah Noorizadeh, Reza Farzipoor Saen
2012 International Journal of Services and Operations Management  
Due to the multiple criteria nature of the supplier selection problem, data envelopment analysis (DEA), as a multiple criteria decision-making tool, seems to be an appropriate method.  ...  Due to the multiple criteria nature of the supplier selection problem, data envelopment analysis (DEA), as a multiple criteria decision-making tool, seems to be an appropriate method.  ...  Acknowledgements The authors are grateful to anonymous reviewers for their valuable suggestions and comments.  ... 
doi:10.1504/ijsom.2012.045657 fatcat:owgepeml2ja65psge3frgd6gtu

Multi-Objective Optimization for Sustainable Supply Chain and Logistics: A Review

Chamari Pamoshika Jayarathna, Duzgun Agdas, Les Dawes, Tan Yigitcanlar
2021 Sustainability  
There are several methods available for modeling sustainable supply chain and logistics (SSCL) issues.  ...  Multi-objective optimization (MOO) has been a widely used method in SSCL modeling (SSCLM), nonetheless selecting a suitable optimization technique and solution method is still of interest as model performance  ...  Acknowledgments: We acknowledge the financial support of the MOHE-NCAS scholarship jointly awrded by the Queensland University of Technology, Australia and Sri Lankan government.  ... 
doi:10.3390/su132413617 fatcat:am6xvf6qibbjljnuqwhxszznqm
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