IDEAS home Printed from https://ideas.repec.org/a/eee/oprepe/v6y2019ics2214716019300053.html
   My bibliography  Save this article

Pricing strategies in a dual-channel green supply chain with cannibalization and risk aversion

Author

Listed:
  • Raza, Syed Asif
  • Govindaluri, Srikrishna Madhumohan

Abstract

This paper investigates a dual-channel supply chain in which a single manufacturer offers the standard product through a direct online channel and an inaugural green product through a traditional physical store (regular) channel. The manufacturer invests in a greening effort to produce green products by incorporating environment friendly features. These green products are offered to customers at a higher price in coordination with a downstream retailer. Standard (non-green) products, however, do not possess the enhanced green features and are offered by the manufacturer at a discounted price to customers using a direct channel. In this paper, we develop dual-channel supply chain (DCSC) coordination models for a more generalized case where the manufacturer and retailer are assumed to be risk averse. The risk aversion is modeled using a popular measure, namely, the mean-variance criterion. Further, the proposed DCSC coordination models enhance the existing DCSC coordination models in the literature, by allowing varying proportions of the market share associated with the traditional regular and online channels in lieu of fixed proportions. This is achieved by utilizing the price differentiation tool from revenue management for effectively segmenting the proportion of expected market share of the regular and online channels as a variable instead of a fixed value. In the proposed model for decentralized channel coordination, the manufacturer decision variables include price differentiation, wholesale price for greening products, and pricing in the direct channel along with the greening effort investment. Unlike manufacturer, the retailer plays the role of the follower within a leader-follower framework and decides on the retail price of the green products sold through the regular channel. For the integrated channel, the manufacturer determines the pricing for green and standard products in addition to the greening effort in a monopoly. The study also explores the supply chain coordination under revenue- and cost-sharing contracts for the dual channel supply chain. The models are unique since they capture the effects of demand cannibalization or demand leakage, which affects the supply chain revenue maximization due to price differentiation. A detailed numerical experimentation is carried out to investigate the impact of the risk-aversion, demand leakage, and market uncertainty on the performance of supply chain coordination.

Suggested Citation

  • Raza, Syed Asif & Govindaluri, Srikrishna Madhumohan, 2019. "Pricing strategies in a dual-channel green supply chain with cannibalization and risk aversion," Operations Research Perspectives, Elsevier, vol. 6(C).
  • Handle: RePEc:eee:oprepe:v:6:y:2019:i:c:s2214716019300053
    DOI: 10.1016/j.orp.2019.100118
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S2214716019300053
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.orp.2019.100118?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Xiao, Tiaojun & (Junmin) Shi, Jim, 2016. "Pricing and supply priority in a dual-channel supply chain," European Journal of Operational Research, Elsevier, vol. 254(3), pages 813-823.
    2. Zhu, Wenge & He, Yuanjie, 2017. "Green product design in supply chains under competition," European Journal of Operational Research, Elsevier, vol. 258(1), pages 165-180.
    3. Cai, Gangshu (George), 2010. "Channel Selection and Coordination in Dual-Channel Supply Chains," Journal of Retailing, Elsevier, vol. 86(1), pages 22-36.
    4. S Swami & J Shah, 2013. "Channel coordination in green supply chain management," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 64(3), pages 336-351, March.
    5. Kyle Cattani & Wendell Gilland & Hans Sebastian Heese & Jayashankar Swaminathan, 2006. "Boiling Frogs: Pricing Strategies for a Manufacturer Adding a Direct Channel that Competes with the Traditional Channel," Production and Operations Management, Production and Operations Management Society, vol. 15(1), pages 40-56, March.
    6. Chiang, Wei-yu Kevin, 2010. "Product availability in competitive and cooperative dual-channel distribution with stock-out based substitution," European Journal of Operational Research, Elsevier, vol. 200(1), pages 111-126, January.
    7. Chen, Jing & Zhang, Hui & Sun, Ying, 2012. "Implementing coordination contracts in a manufacturer Stackelberg dual-channel supply chain," Omega, Elsevier, vol. 40(5), pages 571-583.
    8. Sarkis, Joseph & Zhu, Qinghua & Lai, Kee-hung, 2011. "An organizational theoretic review of green supply chain management literature," International Journal of Production Economics, Elsevier, vol. 130(1), pages 1-15, March.
    9. Modak, Nikunja Mohan & Kelle, Peter, 2019. "Managing a dual-channel supply chain under price and delivery-time dependent stochastic demand," European Journal of Operational Research, Elsevier, vol. 272(1), pages 147-161.
    10. Hsueh, Che-Fu, 2014. "Improving corporate social responsibility in a supply chain through a new revenue sharing contract," International Journal of Production Economics, Elsevier, vol. 151(C), pages 214-222.
    11. Raza, Syed Asif, 2015. "An integrated approach to price differentiation and inventory decisions with demand leakage," International Journal of Production Economics, Elsevier, vol. 164(C), pages 105-117.
    12. Qingguo Bai & Yeming Gong & Mingzhou Jin & Xianhao Xu, 2019. "Effects of carbon emission reduction on supply chain coordination with vendor-managed deteriorating product inventory," Post-Print hal-02312264, HAL.
    13. Carsten Hahn & Michael D. Johnson & Andreas Herrmann & Frank Huber, 2002. "Capturing Customer Heterogeneity Using A Finite Mixture Pls Approach," Schmalenbach Business Review (sbr), LMU Munich School of Management, vol. 54(3), pages 243-269, July.
    14. Kalyan Talluri & Garrett van Ryzin, 2004. "Revenue Management Under a General Discrete Choice Model of Consumer Behavior," Management Science, INFORMS, vol. 50(1), pages 15-33, January.
    15. Raza, Syed Asif & Turiac, Mihaela, 2016. "Joint optimal determination of process mean, production quantity, pricing, and market segmentation with demand leakage," European Journal of Operational Research, Elsevier, vol. 249(1), pages 312-326.
    16. Chen, Xi & Benjaafar, Saif & Elomri, Adel, 2019. "On the effectiveness of emission penalties in decentralized supply chains," European Journal of Operational Research, Elsevier, vol. 274(3), pages 1155-1167.
    17. Xiao, Tiaojun & Yang, Danqin, 2008. "Price and service competition of supply chains with risk-averse retailers under demand uncertainty," International Journal of Production Economics, Elsevier, vol. 114(1), pages 187-200, July.
    18. Liu, Mengqi & Cao, Erbao & Salifou, Coulibaly Kigbajah, 2016. "Pricing strategies of a dual-channel supply chain with risk aversion," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 90(C), pages 108-120.
    19. Leng, Mingming & Parlar, Mahmut, 2010. "Game-theoretic analyses of decentralized assembly supply chains: Non-cooperative equilibria vs. coordination with cost-sharing contracts," European Journal of Operational Research, Elsevier, vol. 204(1), pages 96-104, July.
    20. Kay-Yut Chen & Murat Kaya & Özalp Özer, 2008. "Dual Sales Channel Management with Service Competition," Manufacturing & Service Operations Management, INFORMS, vol. 10(4), pages 654-675, June.
    21. R. Canan Savaskan & Shantanu Bhattacharya & Luk N. Van Wassenhove, 2004. "Closed-Loop Supply Chain Models with Product Remanufacturing," Management Science, INFORMS, vol. 50(2), pages 239-252, February.
    22. Zhang, Michael & Bell, Peter C., 2007. "The effect of market segmentation with demand leakage between market segments on a firm's price and inventory decisions," European Journal of Operational Research, Elsevier, vol. 182(2), pages 738-754, October.
    23. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521747387.
    24. Raza, Syed Asif & Rathinam, Sivakumar & Turiac, Mihaela & Kerbache, Laoucine, 2018. "An integrated revenue management framework for a firm’s greening, pricing and inventory decisions," International Journal of Production Economics, Elsevier, vol. 195(C), pages 373-390.
    25. Ghosh, Debabrata & Shah, Janat, 2012. "A comparative analysis of greening policies across supply chain structures," International Journal of Production Economics, Elsevier, vol. 135(2), pages 568-583.
    26. Anindya Ghose & Michael D. Smith & Rahul Telang, 2006. "Internet Exchanges for Used Books: An Empirical Analysis of Product Cannibalization and Welfare Impact," Information Systems Research, INFORMS, vol. 17(1), pages 3-19, March.
    27. Choi, Tsan-Ming & Li, Duan & Yan, Houmin, 2008. "Mean-variance analysis of a single supplier and retailer supply chain under a returns policy," European Journal of Operational Research, Elsevier, vol. 184(1), pages 356-376, January.
    28. Chen, Wenbo, 2018. "Retailer-driven carbon emission abatement with consumer environmental awareness and carbon tax: Revenue-sharing versus Cost-sharingAuthor-Name: Yang, Huixiao," Omega, Elsevier, vol. 78(C), pages 179-191.
    29. Harry Markowitz, 1952. "Portfolio Selection," Journal of Finance, American Finance Association, vol. 7(1), pages 77-91, March.
    30. He, Juan & Ma, Chao & Pan, Kai, 2017. "Capacity investment in supply chain with risk averse supplier under risk diversification contract," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 106(C), pages 255-275.
    31. Zhang, Michael & Bell, Peter C. & Cai, Gangshu (George) & Chen, Xiangfeng, 2010. "Optimal fences and joint price and inventory decisions in distinct markets with demand leakage," European Journal of Operational Research, Elsevier, vol. 204(3), pages 589-596, August.
    32. Denzil G. Fiebig & Michael P. Keane & Jordan Louviere & Nada Wasi, 2010. "The Generalized Multinomial Logit Model: Accounting for Scale and Coefficient Heterogeneity," Marketing Science, INFORMS, vol. 29(3), pages 393-421, 05-06.
    33. Dumrongsiri, Aussadavut & Fan, Ming & Jain, Apurva & Moinzadeh, Kamran, 2008. "A supply chain model with direct and retail channels," European Journal of Operational Research, Elsevier, vol. 187(3), pages 691-718, June.
    34. Castellano, Davide & Gallo, Mosè & Grassi, Andrea & Santillo, Liberatina C., 2019. "The effect of GHG emissions on production, inventory replenishment and routing decisions in a single vendor-multiple buyers supply chain," International Journal of Production Economics, Elsevier, vol. 218(C), pages 30-42.
    35. Wei-yu Kevin Chiang & Dilip Chhajed & James D. Hess, 2003. "Direct Marketing, Indirect Profits: A Strategic Analysis of Dual-Channel Supply-Chain Design," Management Science, INFORMS, vol. 49(1), pages 1-20, January.
    36. Geng, Qin & Mallik, Suman, 2007. "Inventory competition and allocation in a multi-channel distribution system," European Journal of Operational Research, Elsevier, vol. 182(2), pages 704-729, October.
    37. Li, Bo & Hou, Peng-Wen & Chen, Ping & Li, Qing-Hua, 2016. "Pricing strategy and coordination in a dual channel supply chain with a risk-averse retailer," International Journal of Production Economics, Elsevier, vol. 178(C), pages 154-168.
    38. Alawneh, Fawzat & Zhang, Guoqing, 2018. "Dual-channel warehouse and inventory management with stochastic demand," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 112(C), pages 84-106.
    39. S. Saha & S.P. Sarmah & Ilkyeong Moon, 2016. "Dual channel closed-loop supply chain coordination with a reward-driven remanufacturing policy," International Journal of Production Research, Taylor & Francis Journals, vol. 54(5), pages 1503-1517, March.
    40. Gérard P. Cachon & Marshall Fisher, 2000. "Supply Chain Inventory Management and the Value of Shared Information," Management Science, INFORMS, vol. 46(8), pages 1032-1048, August.
    41. Ghosh, Debabrata & Shah, Janat, 2015. "Supply chain analysis under green sensitive consumer demand and cost sharing contract," International Journal of Production Economics, Elsevier, vol. 164(C), pages 319-329.
    42. Yang, Huixiao & Luo, Jianwen & Wang, Haijun, 2017. "The role of revenue sharing and first-mover advantage in emission abatement with carbon tax and consumer environmental awareness," International Journal of Production Economics, Elsevier, vol. 193(C), pages 691-702.
    43. Preyas S. Desai, 2001. "Quality Segmentation in Spatial Markets: When Does Cannibalization Affect Product Line Design?," Marketing Science, INFORMS, vol. 20(3), pages 265-283, August.
    44. Xu, Guangye & Dan, Bin & Zhang, Xumei & Liu, Can, 2014. "Coordinating a dual-channel supply chain with risk-averse under a two-way revenue sharing contract," International Journal of Production Economics, Elsevier, vol. 147(PA), pages 171-179.
    45. Murray, Chase C. & Gosavi, Abhijit & Talukdar, Debabrata, 2012. "The multi-product price-setting newsvendor with resource capacity constraints," International Journal of Production Economics, Elsevier, vol. 138(1), pages 148-158.
    46. Bai, Qingguo & Gong, Yeming (Yale) & Jin, Mingzhou & Xu, Xianhao, 2019. "Effects of carbon emission reduction on supply chain coordination with vendor-managed deteriorating product inventory," International Journal of Production Economics, Elsevier, vol. 208(C), pages 83-99.
    47. Ciwei Dong & Bin Shen & Pui-Sze Chow & Liu Yang & Chi To Ng, 2016. "Sustainability investment under cap-and-trade regulation," Annals of Operations Research, Springer, vol. 240(2), pages 509-531, May.
    48. K. Sridhar Moorthy & I. P. L. Png, 1992. "Market Segmentation, Cannibalization, and the Timing of Product Introductions," Management Science, INFORMS, vol. 38(3), pages 345-359, March.
    49. Kevin Chiang, Wei-yu & Monahan, George E., 2005. "Managing inventories in a two-echelon dual-channel supply chain," European Journal of Operational Research, Elsevier, vol. 162(2), pages 325-341, April.
    50. Raza, Syed Asif, 2018. "Supply chain coordination under a revenue-sharing contract with corporate social responsibility and partial demand information," International Journal of Production Economics, Elsevier, vol. 205(C), pages 1-14.
    51. Gérard P. Cachon & Martin A. Lariviere, 2005. "Supply Chain Coordination with Revenue-Sharing Contracts: Strengths and Limitations," Management Science, INFORMS, vol. 51(1), pages 30-44, January.
    52. Vipul Agrawal & Sridhar Seshadri, 2000. "Impact of Uncertainty and Risk Aversion on Price and Order Quantity in the Newsvendor Problem," Manufacturing & Service Operations Management, INFORMS, vol. 2(4), pages 410-423, July.
    53. Chen, Jingxian & Liang, Liang & Yao, Dong-Qing & Sun, Shengnan, 2017. "Price and quality decisions in dual-channel supply chains," European Journal of Operational Research, Elsevier, vol. 259(3), pages 935-948.
    54. Huang, Wei & Swaminathan, Jayashankar M., 2009. "Introduction of a second channel: Implications for pricing and profits," European Journal of Operational Research, Elsevier, vol. 194(1), pages 258-279, April.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Hou, Pengwen & Wang, Jun & Zhang, Qian & Zhang, Shuhua, 2023. "Implications of risk aversion behavior on the green product promotion strategy under manufacturer encroachment," Applied Mathematics and Computation, Elsevier, vol. 447(C).
    2. Wenli Wang & Ruizhen Zhang, 2022. "Green Supply Chain Operations Decision and Government Subsidy Strategies under R & D Failure Risk," Sustainability, MDPI, vol. 14(22), pages 1-19, November.
    3. Sebatjane, Makoena & Adetunji, Olufemi, 2020. "A three-echelon supply chain for economic growing quantity model with price- and freshness-dependent demand: Pricing, ordering and shipment decisions," Operations Research Perspectives, Elsevier, vol. 7(C).
    4. Fatemeh Zand & Saeed Yaghoubi, 2022. "Effects of a dominant retailer on green supply chain activities with government cooperation," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(1), pages 1313-1334, January.
    5. Tahirov, Nail & Glock, Christoph H., 2022. "Manufacturer encroachment and channel conflicts: A systematic review of the literature," European Journal of Operational Research, Elsevier, vol. 302(2), pages 403-426.
    6. Syed Asif Raza, 2020. "Price Differentiation and Inventory Decisions in a Socially Responsible Dual-Channel Supply Chain with Partial Information Stochastic Demand and Cannibalization," Sustainability, MDPI, vol. 12(22), pages 1-42, November.
    7. Huanyong Zhang & Huiyuan Xu & Xujin Pu, 2020. "A Cross-Channel Return Policy in a Green Dual-Channel Supply Chain Considering Spillover Effect," Sustainability, MDPI, vol. 12(6), pages 1-20, March.
    8. Essam Kaoud & Mohammad A. M. Abdel-Aal & Tatsuhiko Sakaguchi & Naoki Uchiyama, 2020. "Design and Optimization of the Dual-Channel Closed Loop Supply Chain with E-Commerce," Sustainability, MDPI, vol. 12(23), pages 1-21, December.
    9. Mukunda Choudhury & Sujit Kumar De & Gour Chandra Mahata, 2023. "A pollution-sensitive multistage production-inventory model for deteriorating items considering expiration date under Stackelberg game approach," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(10), pages 11847-11884, October.
    10. Syed Asif Raza, 2022. "A bibliometric analysis of pricing models in supply chain," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 21(2), pages 228-251, April.
    11. Hanli Hu & Yu Cao & Dan Yi & Qingsong Li, 2023. "How to Distribute Green Products in Competition with Brown Products? Direct Selling versus Agent Selling?," Sustainability, MDPI, vol. 15(14), pages 1-22, July.
    12. Mu, Xiuqing & Kang, Kai & Zhang, Jing, 2022. "Dual-channel supply chain coordination considering credit sales competition," Applied Mathematics and Computation, Elsevier, vol. 434(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Syed Asif Raza, 2022. "A bibliometric analysis of pricing models in supply chain," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 21(2), pages 228-251, April.
    2. Matsui, Kenji, 2020. "Optimal bargaining timing of a wholesale price for a manufacturer with a retailer in a dual-channel supply chain," European Journal of Operational Research, Elsevier, vol. 287(1), pages 225-236.
    3. Yan, Yingchen & Zhao, Ruiqing & Liu, Zhibing, 2018. "Strategic introduction of the marketplace channel under spillovers from online to offline sales," European Journal of Operational Research, Elsevier, vol. 267(1), pages 65-77.
    4. Matsui, Kenji, 2022. "Should a retailer bargain over a wholesale price with a manufacturer using a dual-channel supply chain?," European Journal of Operational Research, Elsevier, vol. 300(3), pages 1050-1066.
    5. Liu, Yan & Shi, Hongyan & Petruzzi, Nicholas C., 2018. "Optimal quality and quantity provisions for centralized vs. decentralized distribution: Market size uncertainty effects," European Journal of Operational Research, Elsevier, vol. 265(3), pages 1144-1158.
    6. Lijing Zhu & Xiaohang Ren & Chulung Lee & Yumeng Zhang, 2017. "Coordination Contracts in a Dual-Channel Supply Chain with a Risk-Averse Retailer," Sustainability, MDPI, vol. 9(11), pages 1-21, November.
    7. Tahirov, Nail & Glock, Christoph H., 2022. "Manufacturer encroachment and channel conflicts: A systematic review of the literature," European Journal of Operational Research, Elsevier, vol. 302(2), pages 403-426.
    8. Lee, Hsiao-Hui & Chang, Tingkai & Jean, Kevin & Kuo, Chia-Wei, 2022. "Channel design and OEM growth in a multi-market setup," European Journal of Operational Research, Elsevier, vol. 296(3), pages 862-872.
    9. Matsui, Kenji, 2024. "Should competing suppliers with dual-channel supply chains adopt agency selling in an e-commerce platform?," European Journal of Operational Research, Elsevier, vol. 312(2), pages 587-604.
    10. Xue, Musen & Zhang, Jianxiong & Zhu, Guowei, 2020. "Quantity decision timing with spillover effect and asymmetric demand information," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 142(C).
    11. Zhang, Yumeng & Hezarkhani, Behzad, 2021. "Competition in dual-channel supply chains: The manufacturers' channel selection," European Journal of Operational Research, Elsevier, vol. 291(1), pages 244-262.
    12. Chen, Jingxian & Liang, Liang & Yao, Dong-Qing & Sun, Shengnan, 2017. "Price and quality decisions in dual-channel supply chains," European Journal of Operational Research, Elsevier, vol. 259(3), pages 935-948.
    13. C. Mondal & B. C. Giri & T. Maiti, 2020. "Pricing and greening strategies for a dual-channel closed-loop green supply chain," Flexible Services and Manufacturing Journal, Springer, vol. 32(3), pages 724-761, September.
    14. Yang, Huixiao & Luo, Jianwen & Zhang, Qinhong, 2018. "Supplier encroachment under nonlinear pricing with imperfect substitutes: Bargaining power versus revenue-sharing," European Journal of Operational Research, Elsevier, vol. 267(3), pages 1089-1101.
    15. Zhou, Rui & Liao, Yi & Shen, Wenjing & Yang, Shilei, 2020. "Channel selection and fulfillment service contracts in the presence of asymmetric service information," International Journal of Production Economics, Elsevier, vol. 222(C).
    16. Ciwei Dong & Liu Yang & Chi To Ng, 2020. "Quantity Leadership for a Dual-Channel Supply Chain with Retail Service," Asia-Pacific Journal of Operational Research (APJOR), World Scientific Publishing Co. Pte. Ltd., vol. 37(02), pages 1-32, March.
    17. Haitao Chen & Zhaohui Dong & Gendao Li, 2020. "Government Reward-Penalty Mechanism in Dual-Channel Closed-Loop Supply Chain," Sustainability, MDPI, vol. 12(20), pages 1-15, October.
    18. Duan, Housheng & Deng, Sijing & Song, Haiqing & Xu, Jiayan, 2021. "The impacts of sales efforts and mode of payment on the competition between agent and retailer," Omega, Elsevier, vol. 103(C).
    19. Syed Asif Raza, 2020. "Price Differentiation and Inventory Decisions in a Socially Responsible Dual-Channel Supply Chain with Partial Information Stochastic Demand and Cannibalization," Sustainability, MDPI, vol. 12(22), pages 1-42, November.
    20. Pi, Zhenyang & Fang, Weiguo & Perera, Sandun C. & Zhang, Baofeng, 2022. "Enhancing the online buyer perception of consumer experience products in a dual-channel supply chain: A new role of free-riding," International Journal of Production Economics, Elsevier, vol. 253(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:oprepe:v:6:y:2019:i:c:s2214716019300053. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/operations-research-perspectives .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.