Supply chain network design under uncertainty and risk

[1]  H.L. Lee,et al.  Aligning Supply Chain Strategies with Product Uncertainties , 2002, IEEE Engineering Management Review.

[2]  J. Aitken.  Supply Chain Integration within the Context of a Supplier Association , 1998 .

[3]  Terry P. Harrison,et al.  Global Supply Chain Management at Digital Equipment Corporation , 1995 .

[4]  Arnd Huchzermeier,et al.  Valuing Operational Flexibility Under Exchange Rate Risk , 1996, Oper. Res..

[5]  Michel Gendreau,et al.  Progressive hedging‐based metaheuristics for stochastic network design , 2011, Networks.

[6]  Michael A. H. Dempster,et al.  Evpi-Based Importance Sampling Solution Procedures for Multistage Stochastic Linear Programmes on Parallel Mimd Architectures , 1997 .

[7]  S. Chopra,et al.  Managing Risk To Avoid Supply-Chain Breakdown , 2004 .

[8]  Zach G. Zacharia,et al.  DEFINING SUPPLY CHAIN MANAGEMENT , 2001 .

[9]  Zhi-Long Chen,et al.  A scenario-based stochastic programming approach for technology and capacity planning , 2002, Comput. Oper. Res..

[10]  Stephen C. Graves,et al.  Process Flexibility in Supply Chains , 2003, Manag. Sci..

[11]  Stavros A. Zenios,et al.  Practical Financial Optimization: Decision Making for Financial Engineers , 2008 .

[12]  J. Ingersoll.  Theory of Financial Decision Making , 1987 .

[13]  Gautam Mitra,et al.  An application of Lagrangian relaxation to a capacity planning problem under uncertainty , 2001, J. Oper. Res. Soc..

[14]  M. E. Johnson,et al.  Learning from Toys: Lessons in Managing Supply Chain Risk from the Toy Industry , 2001 .

[15]  D. Upton.  The Management of Manufacturing Flexibility , 1994 .

[16]  J. Dupacová,et al.  Scenario reduction in stochastic programming: An approach using probability metrics , 2000 .

[17]  F. David,et al.  Chase, Jacobs, and Aquilano, 2004, Operations Management for Competitive Advantage Tenth Edition, Mc Graw Hill, New York. , 2004 .

[18]  Laureano F. Escudero,et al.  On modelling planning under uncertainty in manufacturing , 2007 .

[19]  Michal Kaut,et al.  Evaluation of scenario-generation methods for stochastic programming , 2007 .

[20]  Werner Römisch,et al.  Scenario Reduction Algorithms in Stochastic Programming , 2003, Comput. Optim. Appl..

[21]  Jan Olhager,et al.  Valuation of product-mix flexibility using real options , 2002 .

[22]  Laureano F. Escudero,et al.  Production planning via scenario modelling , 1993, Ann. Oper. Res..

[23]  P. Krokhmal,et al.  Portfolio optimization with conditional value-at-risk objective and constraints , 2001 .

[24]  Simon French,et al.  Uncertainty and Imprecision: Modelling and Analysis , 1995 .

[25]  Christopher S. Tang.  Perspectives in supply chain risk management , 2006 .

[26]  Philippe Artzner,et al.  Coherent Measures of Risk , 1999 .

[27]  Mark S. Daskin,et al.  Planning for Disruptions in Supply Chain Networks , 2006 .

[28]  Robert J. Vokurka,et al.  A review of empirical research on manufacturing flexibility , 2000 .

[29]  Stefan Minner,et al.  Strategic Process Flexibility under Lifecycle Demand , 2009 .

[30]  Alexander Shapiro,et al.  The Sample Average Approximation Method for Stochastic Discrete Optimization , 2002, SIAM J. Optim..

[31]  Mary J. Meixell,et al.  Global supply chain design: A literature review and critique , 2005 .

[32]  Manoj K. Malhotra,et al.  A theoretical framework for analyzing the dimensions of manufacturing flexibility , 1999 .

[33]  J. Hallikas,et al.  Risk management processes in supplier networks , 2004 .

[34]  Stefano Tonchia,et al.  Manufacturing flexibility: A literature review , 1998 .

[35]  James R. Bradley,et al.  The Simultaneous Planning of Production, Capacity, and Inventory in Seasonal Demand Environments , 1999, Oper. Res..

[36]  B. Roy.  Paradigms and Challenges , 2005 .

[37]  Cheng-Liang Chen,et al.  Multi-objective optimization of multi-echelon supply chain networks with uncertain product demands and prices , 2004, Comput. Chem. Eng..

[38]  Gautam Mitra,et al.  Scenario generation for stochastic programming and simulation: a modelling perspective , 2007 .

[39]  Gloria Pérez,et al.  An Approach for Strategic Supply Chain Planning under Uncertainty based on Stochastic 0-1 Programming , 2003, J. Glob. Optim..

[40]  S. Kaplan,et al.  On The Quantitative Definition of Risk , 1981 .

[41]  B. Beamon.  Supply chain design and analysis:: Models and methods , 1998 .

[42]  Gerd Infanger,et al.  Monte Carlo (importance) sampling within a benders decomposition algorithm for stochastic linear programs , 1991, Ann. Oper. Res..

[43]  P. Fishburn.  Mean-Risk Analysis with Risk Associated with Below-Target Returns , 1977 .

[44]  A. M. Geoffrion,et al.  Multicommodity Distribution System Design by Benders Decomposition , 1974 .

[45]  Rüdiger Schultz,et al.  Stochastic Programs with First-Order Dominance Constraints Induced by Mixed-Integer Linear Recourse , 2008, SIAM J. Optim..

[46]  P. Good.  Resampling Methods , 1999, Birkhäuser Boston.

[47]  William C. Jordan,et al.  Principles on the benefits of manufacturing process flexibility , 1995 .

[48]  Rüdiger Schultz,et al.  A note on second-order stochastic dominance constraints induced by mixed-integer linear recourse , 2011, Math. Program..

[49]  Rüdiger Schultz,et al.  Risk Aversion via Excess Probabilities in Stochastic Programs with Mixed-Integer Recourse , 2003, SIAM J. Optim..

[50]  Charu Chandra,et al.  Evaluation of enterprise-level benefits of manufacturing flexibility , 2005 .

[51]  MengChu Zhou,et al.  Methods toward supply chain risk analysis , 2003, SMC'03 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics. Conference Theme - System Security and Assurance (Cat. No.03CH37483).

[52]  D. Tasche,et al.  On the coherence of expected shortfall , 2001, cond-mat/0104295.

[53]  Jan A. Van Mieghem,et al.  Commissioned Paper: Capacity Management, Investment, and Hedging: Review and Recent Developments , 2003, Manuf. Serv. Oper. Manag..

[54]  Luca Maria Gambardella,et al.  A survey on metaheuristics for stochastic combinatorial optimization , 2009, Natural Computing.

[55]  G. Pflug,et al.  Modeling, Measuring and Managing Risk , 2008 .

[56]  Gilbert Laporte,et al.  The integer L-shaped method for stochastic integer programs with complete recourse , 1993, Oper. Res. Lett..

[57]  L. Puigjaner,et al.  Multiobjective supply chain design under uncertainty , 2005 .

[58]  Werner Römisch,et al.  A note on scenario reduction for two-stage stochastic programs , 2007, Oper. Res. Lett..

[59]  Robert Tibshirani,et al.  An Introduction to the Bootstrap , 1994 .

[60]  H. Peck.  Drivers of supply chain vulnerability: an integrated framework , 2005 .

[61]  Chris Chatfield,et al.  The Analysis of Time Series: An Introduction , 1981 .

[62]  H. V. Landeghem,et al.  Robust planning: a new paradigm for demand chain planning , 2002 .

[63]  J. Mentzer,et al.  GLOBAL SUPPLY CHAIN RISK MANAGEMENT , 2008 .

[64]  Gautam Mitra,et al.  Stochastic programming and scenario generation within a simulation framework: An information systems perspective , 2007, Decis. Support Syst..

[65]  María Merino,et al.  An algorithmic framework for solving large-scale multistage stochastic mixed 0-1 problems with nonsymmetric scenario trees , 2012, Comput. Oper. Res..

[66]  Suresh P. Sethi,et al.  Flexibility in manufacturing: A survey , 1990 .

[67]  Fengqi You,et al.  Risk Management for a Global Supply Chain Planning Under Uncertainty : Models and Algorithms , 2009 .

[68]  Gloria Pérez,et al.  On the product selection and plant dimensioning problem under uncertainty , 2005 .

[69]  Hong Yan,et al.  A strategic model for supply chain design with logical constraints: formulation and solution , 2003, Comput. Oper. Res..

[70]  J. R. Carter,et al.  An analysis of supply risk assessment techniques , 2004 .

[71]  Uta Jüttner.  Supply chain risk management: Understanding the business requirements from a practitioner perspective , 2005 .

[72]  Andreas Norrman,et al.  Ericsson’s Proactive Supply Chain Risk Management-approach After a Serious Supplier Accident , 2004 .

[73]  Markku Tuominen,et al.  Risk analysis and assessment in network environments: A dyadic case study , 2002 .

[74]  Stephan M. Wagner,et al.  An empirical investigation into supply chain vulnerability , 2006 .

[75]  Diwakar Gupta,et al.  The optimal mix of flexible and dedicated manufacturing capacities: Hedging against demand uncertainty , 1992 .

[76]  Hans-Jürgen Zimmermann,et al.  An application-oriented view of modeling uncertainty , 2000, Eur. J. Oper. Res..

[77]  Bernhard Fleischmann,et al.  Strategic Planning of BMW's Global Production Network , 2006, Interfaces.

[78]  R. Rockafellar,et al.  Optimization of conditional value-at risk , 2000 .

[79]  Rüdiger Schultz,et al.  Dual decomposition in stochastic integer programming , 1999, Oper. Res. Lett..

[80]  Suvrajeet Sen,et al.  The Scenario Generation Algorithm for Multistage Stochastic Linear Programming , 2005, Math. Oper. Res..

[81]  A. Shapiro.  Monte Carlo Sampling Methods , 2003 .

[82]  M. Christopher.  Logistics & Supply Chain Management , 1998 .

[83]  Philip M. Kaminsky,et al.  Designing and managing the supply chain : concepts, strategies, and case studies , 2007 .

[84]  Gautam Mitra,et al.  Strategic and Tactical Planning Models for Supply Chain: An Application of Stochastic Mixed Integer Programming , 2006 .

[85]  George B. Dantzig,et al.  Linear Programming Under Uncertainty , 2004, Manag. Sci..

[86]  Arthur M. Geoffrion,et al.  Twenty Years of Strategic Distribution System Design: An Evolutionary Perspective , 1995 .

[87]  C. Pantelides,et al.  Design of Multi-echelon Supply Chain Networks under Demand Uncertainty , 2001 .

[88]  Gautam Mitra,et al.  A model for strategic planning under uncertainty , 1996 .

[89]  María Merino,et al.  A general algorithm for solving two-stage stochastic mixed 0-1 first-stage problems , 2009, Comput. Oper. Res..

[90]  Laureano F. Escudero,et al.  Schumann, a modeling framework for supply chain management under uncertainty , 1999, Eur. J. Oper. Res..

[91]  Rüdiger Schultz,et al.  Conditional Value-at-Risk in Stochastic Programs with Mixed-Integer Recourse , 2006, Math. Program..

[92]  Gerald G. Brown,et al.  Design and operation of a multicommodity production/distribution system using primal goal decomposition , 1987 .

[93]  S. Nickel,et al.  Stochastic programming approaches for risk aware supply chain network design problems , 2010 .

[94]  Alexander Shapiro,et al.  The empirical behavior of sampling methods for stochastic programming , 2006, Ann. Oper. Res..

[95]  Laureano F. Escudero,et al.  13. Modeling Production Planning and Scheduling under Uncertainty , 2005, Applications of Stochastic Programming.

[96]  René Henrion,et al.  Scenario reduction in stochastic programming with respect to discrepancy distances , 2006, Comput. Optim. Appl..

[97]  Raul Poler,et al.  Models for production planning under uncertainty: A review ☆ , 2006 .

[98]  Mark Goh,et al.  Production , Manufacturing and Logistics A stochastic model for risk management in global supply chain networks , 2007 .

[99]  H. Walker,et al.  Risk in supply networks , 2003 .

[100]  Laureano F. Escudero,et al.  BFC, A branch-and-fix coordination algorithmic framework for solving some types of stochastic pure and mixed 0-1 programs , 2003, Eur. J. Oper. Res..

[101]  A. Ruszczynski.  Stochastic Programming Models , 2003 .

[102]  Jean-François Cordeau,et al.  An integrated model for logistics network design , 2006, Ann. Oper. Res..

[103]  Stefan Minner,et al.  Manufacturing capacity planning and the value of multi-stage stochastic programming under Markovian demand , 2010 .

[104]  G. Mitra,et al.  Portfolio selection models: a review and new directions , 2009 .

[105]  Claudio Nordio,et al.  Expected Shortfall as a Tool for Financial Risk Management , 2001 .

[106]  Michal Kaut,et al.  A Heuristic for Moment-Matching Scenario Generation , 2003, Comput. Optim. Appl..

[107]  P. Finch.  Supply chain risk management , 2004 .

[108]  María Merino,et al.  A two-stage stochastic integer programming approach as a mixture of Branch-and-Fix Coordination and Benders Decomposition schemes , 2007, Ann. Oper. Res..

[109]  M. Christopher,et al.  Supply chain risk management: outlining an agenda for future research , 2003 .

[110]  Kenneth K. Boyer,et al.  Manufacturing flexibility at the plant level , 1996 .

[111]  Germaine H. Saad,et al.  Managing Disruption Risks in Supply Chains , 2005 .

[112]  Gautam Mitra,et al.  RISK AND RETURN ANALYSIS OF A MULTI­ PERIOD STRATEGIC PLANNING PROBLEM , 1997 .

[113]  Paresh Date,et al.  A new moment matching algorithm for sampling from partially specified symmetric distributions , 2008, Oper. Res. Lett..

[114]  René M. Stulz,et al.  Rethinking Risk Management , 1996, Journal of Applied Corporate Finance.

[115]  M. Christopher,et al.  Building the Resilient Supply Chain , 2004 .

[116]  Samuel H. Huang,et al.  Designing supply chains: Towards theory development , 2006 .

[117]  René Henrion,et al.  Discrepancy distances and scenario reduction in two-stage stochastic mixed-integer programming , 2008 .

[118]  Thomas J. Goldsby,et al.  Supply chain risks: a review and typology , 2009 .

[119]  W. Wilhelm,et al.  Strategic, tactical and operational decisions in multi-national logistics networks: A review and discussion of modelling issues , 2000 .

[120]  Matthias Ehrgott,et al.  Multiple criteria decision analysis: state of the art surveys , 2005 .

[121]  Benita M. Beamon,et al.  A multi-objective approach to simultaneous strategic and operational planning in supply chain design , 2000 .

[122]  Marc Goetschalckx,et al.  A stochastic programming approach for supply chain network design under uncertainty , 2004, Eur. J. Oper. Res..

[123]  M. Goetschalckx.  Strategic Network Planning , 2005 .

[124]  S. Chopra,et al.  Supply Chain Management: Strategy, Planning & Operation , 2007 .

[125]  Tjendera Santoso,et al.  A comprehensive model and efficient solution algorithm for the design of global supply chains under uncertainty , 2003 .

[126]  Alain Martel,et al.  The design of robust value-creating supply chain networks , 2010, Eur. J. Oper. Res..

[127]  Paolo Brandimarte,et al.  Quantitative Methods: An Introduction for Business Management , 2011 .

[128]  ManMohan S. Sodhi,et al.  An analysis of sources of risk in the consumer electronics industry , 2006, J. Oper. Res. Soc..

[129]  Peter Kall,et al.  Stochastic Programming , 1995 .

[130]  Herbert Meyr,et al.  Strategic network planning for an international automotive manufacturer , 2009, OR Spectr..

[131]  Marc Goetschalckx,et al.  Strategic production-distribution models: A critical review with emphasis on global supply chain models , 1997 .

[132]  Csaba I. Fábián.  Handling CVaR objectives and constraints in two-stage stochastic models , 2008, Eur. J. Oper. Res..

[133]  Gautam Mitra,et al.  Computational solution of capacity planning models under uncertainty , 2000, Parallel Comput..

[134]  John R. Birge,et al.  Introduction to Stochastic Programming , 1997 .

[135]  Peter Schütz,et al.  The impact of flexibility on operational supply chain planning , 2011 .

[136]  Linus Schrage,et al.  OR Practice - A Scenario Approach to Capacity Planning , 1989, Oper. Res..

[137]  J. Mentzer,et al.  Global supply chain risk management strategies , 2008 .

[138]  Marc Goetschalckx,et al.  Modeling and design of global logistics systems: A review of integrated strategic and tactical models and design algorithms , 2002, Eur. J. Oper. Res..

[139]  Gautum Mitra.  Models for decision making: an overview of problems tools and major issues , 1988 .

[140]  Panos Kouvelis,et al.  Supply Chain Management Research and Production and Operations Management: Review, Trends, and Opportunities , 2006 .

[141]  Jennifer Blackhurst,et al.  PCDM: a decision support modeling methodology for supply chain, product and process design decisions , 2005 .

[142]  M. Goetschalckx,et al.  A primal decomposition method for the integrated design of multi-period production–distribution systems , 1999 .

[143]  Francisco Saldanha-da-Gama,et al.  Dynamic multi-commodity capacitated facility location: a mathematical modeling framework for strategic supply chain planning , 2006, Comput. Oper. Res..

[144]  Gautam Mitra,et al.  A computational study of a solver system for processing two-stage stochastic linear programming problems , 2010 .

[145]  Jan Olhager,et al.  The impact of the product mix on the value of flexibility , 2002 .

[146]  Achim Koberstein,et al.  Modeling and optimizing of strategic and tactical production planning in the automotive industry under uncertainty , 2009, OR Spectr..

[147]  A. Raturi,et al.  Sources of volume flexibility and their impact on performance , 2002 .

[148]  Jeremy F. Shapiro,et al.  Optimizing Resource Acquisition Decisions by Stochastic Programming , 1988 .

[149]  D. Gerwin.  Manufacturing flexibility: a strategic perspective , 1993 .

[150]  Xiaomei Zhu,et al.  Two-Stage Stochastic Mixed-Integer Programs: Algorithms and Insights , 2009 .

[151]  Shabbir Ahmed,et al.  Supply chain design under uncertainty using sample average approximation and dual decomposition , 2009, Eur. J. Oper. Res..

[152]  J. V. Mieghem.  Investment Strategies for Flexible Resources , 1998 .

[153]  D. Vose.  Risk Analysis: A Quantitative Guide , 2000 .

[154]  Peter Kall,et al.  Stochastic Linear Programming , 1975 .

[155]  Jan Olhager,et al.  Flexibility configurations: Empirical analysis of volume and product mix flexibility , 2009 .

[156]  M. Goetschalckx,et al.  MODELING THE EFFECT OF UNCERTAINTIES ON GLOBAL LOGISTICS SYSTEMS. , 2000 .

[157]  F. You,et al.  Integrated multi‐echelon supply chain design with inventories under uncertainty: MINLP models, computational strategies , 2009 .

[158]  Kent D. Miller.  A Framework for Integrated Risk Management in International Business , 1992 .

[159]  Ignacio E. Grossmann,et al.  A simple heuristic for reducing the number of scenarios in two-stage stochastic programming , 2010, Comput. Chem. Eng..

[160]  Svetlozar T. Rachev,et al.  Quantitative Stability in Stochastic Programming: The Method of Probability Metrics , 2002, Math. Oper. Res..

[161]  Costas D. Maranas,et al.  Managing demand uncertainty in supply chain planning , 2003, Comput. Chem. Eng..

[162]  Chris Chatfield,et al.  The Analysis of Time Series : An Introduction, Sixth Edition , 2003 .

[163]  Josef Kallrath,et al.  Modeling Languages in Mathematical Optimization , 2012 .

[164]  Alexander Shulman,et al.  An Algorithm for Solving Dynamic Capacitated Plant Location Problems with Discrete Expansion Sizes , 1991, Oper. Res..