IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v8y2016i12p1244-d84299.html
   My bibliography  Save this article

A Stackelberg Game Approach in an Integrated Inventory Model with Carbon-Emission and Setup Cost Reduction

Author

Listed:
  • Biswajit Sarkar

    (Department of Industrial & Management Engineering, Hanyang University, Ansan Gyeonggi-do 15588, Korea)

  • Sharmila Saren

    (Department of Applied Mathematics with Oceanology and Computer Programming, Vidyasagar University, Midnapore 721 102, India)

  • Mitali Sarkar

    (Department of Industrial & Management Engineering, Hanyang University, Ansan Gyeonggi-do 15588, Korea)

  • Yong Won Seo

    (Department of Business Administration, College of Business and Economics, Chung-Ang University, Seoul 06974, Korea)

Abstract

This paper formulates an integrated inventory model that allows Stackelberg game policy for optimizing joint total cost of a vendor and buyer system. After receiving the lot, the buyer commences an inspection process to determine the defective items. All defective items the buyer sends to vendor during the receiving of the next lot. Due to increasing number of shipments fixed and variable transportation, as well as carbon emissions, are considered, which makes the model sustainable integrated model forever. To reduce the setup cost for the vendor, a discrete setup reduction is considered for maximization more profit. The players of the integrated model are with unequal power (as leader and follower) and the Stackelberg game strategy is utilized to solve this model for obtaining global optimum solution over the finite planning horizon. An illustrative numerical example is given to understand this model clearly.

Suggested Citation

  • Biswajit Sarkar & Sharmila Saren & Mitali Sarkar & Yong Won Seo, 2016. "A Stackelberg Game Approach in an Integrated Inventory Model with Carbon-Emission and Setup Cost Reduction," Sustainability, MDPI, vol. 8(12), pages 1-23, December.
  • Handle: RePEc:gam:jsusta:v:8:y:2016:i:12:p:1244-:d:84299
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/8/12/1244/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/8/12/1244/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Allahverdi, Ali, 2015. "The third comprehensive survey on scheduling problems with setup times/costs," European Journal of Operational Research, Elsevier, vol. 246(2), pages 345-378.
    2. Hoque, M.A., 2013. "A vendor–buyer integrated production–inventory model with normal distribution of lead time," International Journal of Production Economics, Elsevier, vol. 144(2), pages 409-417.
    3. Diaby, Moustapha, 2000. "Integrated batch size and setup reduction decisions in multi-product, dynamic manufacturing environments," International Journal of Production Economics, Elsevier, vol. 67(3), pages 219-233, October.
    4. Jinhuan Tang & Shoufeng Ji & Liwen Jiang, 2016. "The Design of a Sustainable Location-Routing-Inventory Model Considering Consumer Environmental Behavior," Sustainability, MDPI, vol. 8(3), pages 1-20, February.
    5. Wang, Danping & Du, Gang & Jiao, Roger J. & Wu, Ray & Yu, Jianping & Yang, Dong, 2016. "A Stackelberg game theoretic model for optimizing product family architecting with supply chain consideration," International Journal of Production Economics, Elsevier, vol. 172(C), pages 1-18.
    6. Ata Allah Taleizadeh & Mahsa Noori-daryan & Kannan Govindan, 2016. "Pricing and ordering decisions of two competing supply chains with different composite policies: a Stackelberg game-theoretic approach," International Journal of Production Research, Taylor & Francis Journals, vol. 54(9), pages 2807-2836, May.
    7. Lee, Shine-Der & Fu, Yen-Chen, 2014. "Joint production and delivery lot sizing for a make-to-order producer–buyer supply chain with transportation cost," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 66(C), pages 23-35.
    8. Sarkar, Biswajit & Ganguly, Baishakhi & Sarkar, Mitali & Pareek, Sarla, 2016. "Effect of variable transportation and carbon emission in a three-echelon supply chain model," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 91(C), pages 112-128.
    9. Cheng, Chun & Qi, Mingyao & Wang, Xingyi & Zhang, Ying, 2016. "Multi-period inventory routing problem under carbon emission regulations," International Journal of Production Economics, Elsevier, vol. 182(C), pages 263-275.
    10. Freimer, Michael & Thomas, Douglas & Tyworth, John, 2006. "The value of setup cost reduction and process improvement for the economic production quantity model with defects," European Journal of Operational Research, Elsevier, vol. 173(1), pages 241-251, August.
    11. Nye, T. J. & Jewkes, E. M. & Dilts, D. M., 2001. "Optimal investment in setup reduction in manufacturing systems with WIP inventories," European Journal of Operational Research, Elsevier, vol. 135(1), pages 128-141, November.
    12. Fauza, Gusti & Amer, Yousef & Lee, Sang-Heon & Prasetyo, Hari, 2016. "An integrated single-vendor multi-buyer production-inventory policy for food products incorporating quality degradation," International Journal of Production Economics, Elsevier, vol. 182(C), pages 409-417.
    13. Denizel, Meltem & Erenguc, Selcuk & Benson, Harold P., 1997. "Dynamic lot-sizing with setup cost reduction," European Journal of Operational Research, Elsevier, vol. 100(3), pages 537-549, August.
    14. Tang, Shaolong & Wang, Wenjie & Yan, Hong & Hao, Gang, 2015. "Low carbon logistics: Reducing shipment frequency to cut carbon emissions," International Journal of Production Economics, Elsevier, vol. 164(C), pages 339-350.
    15. Hammami, Ramzi & Nouira, Imen & Frein, Yannick, 2015. "Carbon emissions in a multi-echelon production-inventory model with lead time constraints," International Journal of Production Economics, Elsevier, vol. 164(C), pages 292-307.
    16. Wee, Hui-Ming & Huang, Yen-Deng & Wang, Wan-Tsu & Cheng, Yung-Lung, 2014. "An EPQ model with partial backorders considering two backordering costs," Applied Mathematics and Computation, Elsevier, vol. 232(C), pages 898-907.
    17. Yu, Yugang & Chu, Feng & Chen, Haoxun, 2009. "A Stackelberg game and its improvement in a VMI system with a manufacturing vendor," European Journal of Operational Research, Elsevier, vol. 192(3), pages 929-948, February.
    18. Hill, James & Galbreth, Michael, 2008. "A heuristic for single-warehouse multiretailer supply chains with all-unit transportation cost discounts," European Journal of Operational Research, Elsevier, vol. 187(2), pages 473-482, June.
    19. Sarkar, Biswajit & Moon, Ilkyeong, 2014. "Improved quality, setup cost reduction, and variable backorder costs in an imperfect production process," International Journal of Production Economics, Elsevier, vol. 155(C), pages 204-213.
    20. Mason, Scott J. & Mauricio Ribera, P. & Farris, Jennifer A. & Kirk, Randall G., 2003. "Integrating the warehousing and transportation functions of the supply chain," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 39(2), pages 141-159, March.
    21. Y-W Zhou & D Zhou, 2013. "Determination of the optimal trade credit policy: a supplier-Stackelberg model," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 64(7), pages 1030-1048, July.
    22. Kang, Jae-Hun & Kim, Yeong-Dae, 2010. "Coordination of inventory and transportation managements in a two-level supply chain," International Journal of Production Economics, Elsevier, vol. 123(1), pages 137-145, January.
    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. Mingjun Jiang & Dongyan Chen & Hui Yu, 2021. "Research on Reward and Punishment Contract Model and Coordination of Green Supply Chain Based on Fairness Preference," Sustainability, MDPI, vol. 13(16), pages 1-19, August.
    2. Daryanto, Yosef & Wee, Hui Ming & Astanti, Ririn Diar, 2019. "Three-echelon supply chain model considering carbon emission and item deterioration," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 122(C), pages 368-383.
    3. Sulfiah Dwi Astarini & Christiono Utomo & Ayu Fatimah Sari & M Arif Rohman & Nugroho Priyo Negoro, 2020. "The Influence of Performance-Based Building Design on the Strategy of Retail Property in Indonesia," Sustainability, MDPI, vol. 12(21), pages 1-15, October.
    4. Amy H. I. Lee & He-Yau Kang & Sih-Jie Ye & Wan-Yu Wu, 2018. "An Integrated Approach for Sustainable Supply Chain Management with Replenishment, Transportation, and Production Decisions," Sustainability, MDPI, vol. 10(11), pages 1-21, October.
    5. Umakanta Mishra & Jei-Zheng Wu & Anthony Shun Fung Chiu, 2019. "Effects of Carbon-Emission and Setup Cost Reduction in a Sustainable Electrical Energy Supply Chain Inventory System," Energies, MDPI, vol. 12(7), pages 1-18, March.
    6. Bimal Kumar Sett & Bikash Koli Dey & Biswajit Sarkar, 2020. "The Effect of O2O Retail Service Quality in Supply Chain Management," Mathematics, MDPI, vol. 8(10), pages 1-36, October.
    7. Asif Iqbal Malik & Byung Soo Kim, 2020. "A Constrained Production System Involving Production Flexibility and Carbon Emissions," Mathematics, MDPI, vol. 8(2), pages 1-21, February.
    8. Yosef Daryanto & Hui Ming Wee & Gede Agus Widyadana, 2019. "Low Carbon Supply Chain Coordination for Imperfect Quality Deteriorating Items," Mathematics, MDPI, vol. 7(3), pages 1-24, March.
    9. R. Uthayakumar & B. Karthick, 2023. "Analysis of several reduction strategies on a two-echelon sustainable supply chain model with triangular fuzzy demand," OPSEARCH, Springer;Operational Research Society of India, vol. 60(1), pages 393-419, March.
    10. Wu, Chengfeng & Liu, Xin & Li, Annan, 2021. "A loss-averse retailer–supplier supply chain model under trade credit in a supplier-Stackelberg game," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 182(C), pages 353-365.
    11. Shib Sankar Sana, 2022. "A structural mathematical model on two echelon supply chain system," Annals of Operations Research, Springer, vol. 315(2), pages 1997-2025, August.
    12. Baozhuang Niu & Lei Chen & Jie Zhang, 2017. "Sustainability Analysis of Supply Chains with Fashion Products under Alternative Power Structures and Loss-Averse Supplier," Sustainability, MDPI, vol. 9(6), pages 1-19, June.
    13. Suman Kalyan Sardar & Biswajit Sarkar, 2020. "How Does Advanced Technology Solve Unreliability Under Supply Chain Management Using Game Policy?," Mathematics, MDPI, vol. 8(7), pages 1-16, July.
    14. Marjia Haque & Sanjoy Kumar Paul & Ruhul Sarker & Daryl Essam, 2022. "A combined approach for modeling multi-echelon multi-period decentralized supply chain," Annals of Operations Research, Springer, vol. 315(2), pages 1665-1702, August.

    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. Umakanta Mishra & Jei-Zheng Wu & Anthony Shun Fung Chiu, 2019. "Effects of Carbon-Emission and Setup Cost Reduction in a Sustainable Electrical Energy Supply Chain Inventory System," Energies, MDPI, vol. 12(7), pages 1-18, March.
    2. Shib Sankar Sana, 2022. "A structural mathematical model on two echelon supply chain system," Annals of Operations Research, Springer, vol. 315(2), pages 1997-2025, August.
    3. Diaby, Moustapha & Cruz, Jose M. & Nsakanda, Aaron L., 2013. "Shortening cycle times in multi-product, capacitated production environments through quality level improvements and setup reduction," European Journal of Operational Research, Elsevier, vol. 228(3), pages 526-535.
    4. Heydari, Jafar & Mahmoodi, Mansour & Taleizadeh, Ata Allah, 2016. "Lead time aggregation: A three-echelon supply chain model," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 89(C), pages 215-233.
    5. Basim S. O. Alsaedi, 2024. "A Sustainable Supply Chain Model with a Setup Cost Reduction Policy for Imperfect Items under Learning in a Cloudy Fuzzy Environment," Mathematics, MDPI, vol. 12(10), pages 1-33, May.
    6. Tong Shu & Qian Liu & Shou Chen & Shouyang Wang & Kin Keung Lai, 2018. "Pricing Decisions of CSR Closed-Loop Supply Chains with Carbon Emission Constraints," Sustainability, MDPI, vol. 10(12), pages 1-25, November.
    7. Ilkyeong Moon & Yoon Jea Jeong & Subrata Saha, 2016. "Fuzzy Bi-Objective Production-Distribution Planning Problem under the Carbon Emission Constraint," Sustainability, MDPI, vol. 8(8), pages 1-17, August.
    8. Mohammed Alkahtani & Qazi Salman Khalid & Muhammad Jalees & Muhammad Omair & Ghulam Hussain & Catalin Iulian Pruncu, 2021. "E-Agricultural Supply Chain Management Coupled with Blockchain Effect and Cooperative Strategies," Sustainability, MDPI, vol. 13(2), pages 1-29, January.
    9. Naoufel Cheikhrouhou & Biswajit Sarkar & Baishakhi Ganguly & Asif Iqbal Malik & Rafael Batista & Young Hae Lee, 2018. "Optimization of sample size and order size in an inventory model with quality inspection and return of defective items," Annals of Operations Research, Springer, vol. 271(2), pages 445-467, December.
    10. Vahid Reza Soleymanfar & Ahmad Makui & Ata Allah Taleizadeh & Reza Tavakkoli-Moghaddam, 2022. "Sustainable EOQ and EPQ models for a two-echelon multi-product supply chain with return policy," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(4), pages 5317-5343, April.
    11. Sarkar, Biswajit & Sarkar, Mitali & Ganguly, Baishakhi & Cárdenas-Barrón, Leopoldo Eduardo, 2021. "Combined effects of carbon emission and production quality improvement for fixed lifetime products in a sustainable supply chain management," International Journal of Production Economics, Elsevier, vol. 231(C).
    12. Muhammad Tayyab & Biswajit Sarkar & Misbah Ullah, 2018. "Sustainable Lot Size in a Multistage Lean-Green Manufacturing Process under Uncertainty," Mathematics, MDPI, vol. 7(1), pages 1-18, December.
    13. Marjia Haque & Sanjoy Kumar Paul & Ruhul Sarker & Daryl Essam, 2022. "A combined approach for modeling multi-echelon multi-period decentralized supply chain," Annals of Operations Research, Springer, vol. 315(2), pages 1665-1702, August.
    14. R. Udayakumar & S. Priyan & Mandeep Mittal & Anuwat Jirawattanapanit & Grienggrai Rajchakit & Pramet Kaewmesri, 2022. "A Sustainable Production Scheduling with Backorders under Different Forms of Rework Process and Green Investment," Sustainability, MDPI, vol. 14(24), pages 1-38, December.
    15. Raden Achmad Chairdino Leuveano & Mohd Nizam Ab Rahman & Wan Mohd Faizal Wan Mahmood & Chairul Saleh, 2019. "Integrated Vendor–Buyer Lot-Sizing Model with Transportation and Quality Improvement Consideration under Just-in-Time Problem," Mathematics, MDPI, vol. 7(10), pages 1-25, October.
    16. Konur, Dinçer, 2017. "Non-collaborative emission targets joining and quantity flow decisions in a Stackelberg setting," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 105(C), pages 60-82.
    17. Falasca, Mauro & Kros, John F., 2018. "Success factors and performance outcomes of healthcare industrial vending systems: An empirical analysis," Technological Forecasting and Social Change, Elsevier, vol. 126(C), pages 41-52.
    18. Ata Allah Taleizadeh & Masoumeh Sadat Babaei & Seyed Taghi Akhavan Niaki & Mahsa Noori-daryan, 2020. "Bundle pricing and inventory decisions on complementary products," Operational Research, Springer, vol. 20(2), pages 517-541, June.
    19. Chen, Zhixiang & Bidanda, Bopaya, 2019. "Sustainable manufacturing production-inventory decision of multiple factories with JIT logistics, component recovery and emission control," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 128(C), pages 356-383.
    20. Bimal Kumar Sett & Bikash Koli Dey & Biswajit Sarkar, 2020. "The Effect of O2O Retail Service Quality in Supply Chain Management," Mathematics, MDPI, vol. 8(10), pages 1-36, October.

    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:gam:jsusta:v:8:y:2016:i:12:p:1244-:d:84299. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.