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Core, shapley value, nucleolus and nash bargaining solution: A Survey of recent developments and applications in operations management

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  • Luo, Chunlin
  • Zhou, Xiaoyang
  • Lev, Benjamin

Abstract

The core, Shapley value, nucleolus and Nash bargaining solution are the most widely used solution concepts in cooperative game theory. This paper surveys the literature on recent developments of these solution concepts and applications in operations management. Firstly, we briefly introduce the basic concepts and recent theoretical developments of the four solution concepts. Secondly, we review the applications in operations management in the past decade. Based on the problem properties, we classify the literature into deterministic and stochastic models, horizontal cooperation and vertical cooperation modes. Lastly, we discuss the future research directions with applications in operations management, which are hoped to contribute to the literature by enhancing the applications of cooperative game theory in operations management.

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  • Luo, Chunlin & Zhou, Xiaoyang & Lev, Benjamin, 2022. "Core, shapley value, nucleolus and nash bargaining solution: A Survey of recent developments and applications in operations management," Omega, Elsevier, vol. 110(C).
  • Handle: RePEc:eee:jomega:v:110:y:2022:i:c:s0305048322000469
    DOI: 10.1016/j.omega.2022.102638
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    1. Zheng, Xiao-Xue & Liu, Zhi & Li, Kevin W. & Huang, Jun & Chen, Ji, 2019. "Cooperative game approaches to coordinating a three-echelon closed-loop supply chain with fairness concerns," International Journal of Production Economics, Elsevier, vol. 212(C), pages 92-110.
    2. Nguyen, Tri-Dung & Thomas, Lyn, 2016. "Finding the nucleoli of large cooperative games," European Journal of Operational Research, Elsevier, vol. 248(3), pages 1078-1092.
    3. Timmer, Judith & Chessa, Michela & Boucherie, Richard J., 2013. "Cooperation and game-theoretic cost allocation in stochastic inventory models with continuous review," European Journal of Operational Research, Elsevier, vol. 231(3), pages 567-576.
    4. Ana Meca & Greys Sošić, 2014. "Benefactors and Beneficiaries: The Effects of Giving and Receiving on Cost-Coalitional Problems," Production and Operations Management, Production and Operations Management Society, vol. 23(9), pages 1549-1560, September.
    5. Abe, Takaaki, 2019. "Decomposing a balanced game: A necessary and sufficient condition for the nonemptiness of the core," Economics Letters, Elsevier, vol. 176(C), pages 9-13.
    6. Kimms, Alf & Çetiner, Demet, 2012. "Approximate nucleolus-based revenue sharing in airline alliances," European Journal of Operational Research, Elsevier, vol. 220(2), pages 510-521.
    7. Bendel, Dan & Haviv, Moshe, 2018. "Cooperation and sharing costs in a tandem queueing network," European Journal of Operational Research, Elsevier, vol. 271(3), pages 926-933.
    8. An, Qingxian & Wen, Yao & Ding, Tao & Li, Yongli, 2019. "Resource sharing and payoff allocation in a three-stage system: Integrating network DEA with the Shapley value method," Omega, Elsevier, vol. 85(C), pages 16-25.
    9. Zheng, Xiao-Xue & Li, Deng-Feng & Liu, Zhi & Jia, Fu & Sheu, Jiuh-Biing, 2019. "Coordinating a closed-loop supply chain with fairness concerns through variable-weighted Shapley values," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 126(C), pages 227-253.
    10. Shoshana Anily, 2018. "Full characterization of the nonnegative core of some cooperative games," Naval Research Logistics (NRL), John Wiley & Sons, vol. 65(4), pages 303-316, June.
    11. Alf Kimms & Igor Kozeletskyi, 2017. "Consideration of multiple objectives in horizontal cooperation with an application to transportation planning," IISE Transactions, Taylor & Francis Journals, vol. 49(12), pages 1160-1171, December.
    12. Estévez-Fernández, Arantza & Reijnierse, Hans, 2014. "On the core of cost-revenue games: Minimum cost spanning tree games with revenues," European Journal of Operational Research, Elsevier, vol. 237(2), pages 606-616.
    13. Liu, Zhixin & Lu, Liang & Qi, Xiangtong, 2018. "Cost allocation in rescheduling with machine unavailable period," European Journal of Operational Research, Elsevier, vol. 266(1), pages 16-28.
    14. Qing, Qiankai & Deng, Tianhu & Wang, Hongwei, 2017. "Capacity allocation under downstream competition and bargaining," European Journal of Operational Research, Elsevier, vol. 261(1), pages 97-107.
    15. Tigran Melkonyan & Hossam Zeitoun & Nick Chater, 2018. "Collusion in Bertrand vs. Cournot Competition: A Virtual Bargaining Approach," Management Science, INFORMS, vol. 64(12), pages 5599-5610, December.
    16. Guajardo, Mario & Rönnqvist, Mikael, 2015. "Operations research models for coalition structure in collaborative logistics," European Journal of Operational Research, Elsevier, vol. 240(1), pages 147-159.
    17. Chen, Jian & Huang, George Q. & Wang, Jun-Qiang & Yang, Chen, 2019. "A cooperative approach to service booking and scheduling in cloud manufacturing," European Journal of Operational Research, Elsevier, vol. 273(3), pages 861-873.
    18. Béal, Sylvain & Ferrières, Sylvain & Rémila, Eric & Solal, Philippe, 2018. "The proportional Shapley value and applications," Games and Economic Behavior, Elsevier, vol. 108(C), pages 93-112.
    19. Hagspiel, Simeon, 2018. "Reliability with interdependent suppliers," European Journal of Operational Research, Elsevier, vol. 268(1), pages 161-173.
    20. Benati, Stefano & López-Blázquez, Fernando & Puerto, Justo, 2019. "A stochastic approach to approximate values in cooperative games," European Journal of Operational Research, Elsevier, vol. 279(1), pages 93-106.
    21. Xin Chen & Stephen Shum & David Simchi-Levi, 2014. "Stable and Coordinating Contracts for a Supply Chain with Multiple Risk-Averse Suppliers," Production and Operations Management, Production and Operations Management Society, vol. 23(3), pages 379-392, March.
    22. SCHMEIDLER, David, 1969. "The nucleolus of a characteristic function game," LIDAM Reprints CORE 44, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    23. Gusev, Vasily V., 2020. "The vertex cover game: Application to transport networks," Omega, Elsevier, vol. 97(C).
    24. Hezarkhani, Behzad & Slikker, Marco & Van Woensel, Tom, 2018. "Collaborative replenishment in the presence of intermediaries," European Journal of Operational Research, Elsevier, vol. 266(1), pages 135-146.
    25. Bernstein, Fernando & Gürhan Kök, A. & Meca, Ana, 2015. "Cooperation in assembly systems: The role of knowledge sharing networks," European Journal of Operational Research, Elsevier, vol. 240(1), pages 160-171.
    26. Lozano, S. & Hinojosa, M.A. & Mármol, A.M., 2019. "Extending the bargaining approach to DEA target setting," Omega, Elsevier, vol. 85(C), pages 94-102.
    27. Frank Karsten & Marco Slikker & Geert-Jan van Houtum, 2015. "Resource Pooling and Cost Allocation Among Independent Service Providers," Operations Research, INFORMS, vol. 63(2), pages 476-488, April.
    28. Karsten, Frank & Basten, Rob J.I., 2014. "Pooling of spare parts between multiple users: How to share the benefits?," European Journal of Operational Research, Elsevier, vol. 233(1), pages 94-104.
    29. Hangfei Guo & Mingming Leng & Yulan Wang, 2012. "Interchange fee rate, merchant discount rate, and retail price in a credit card network: A game‐theoretic analysis," Naval Research Logistics (NRL), John Wiley & Sons, vol. 59(7), pages 525-551, October.
    30. Xin Chen & Jiawei Zhang, 2016. "Duality Approaches to Economic Lot-Sizing Games," Production and Operations Management, Production and Operations Management Society, vol. 25(7), pages 1203-1215, July.
    31. Hu, Cheng-Cheng & Tsay, Min-Hung & Yeh, Chun-Hsien, 2018. "A study of the nucleolus in the nested cost-sharing problem: Axiomatic and strategic perspectives," Games and Economic Behavior, Elsevier, vol. 109(C), pages 82-98.
    32. Lu, Liang & Qi, Xiangtong & Liu, Zhixin, 2014. "On the cooperation of recycling operations," European Journal of Operational Research, Elsevier, vol. 233(2), pages 349-358.
    33. Skibski, Oskar & Michalak, Tomasz P. & Wooldridge, Michael, 2018. "The Stochastic Shapley Value for coalitional games with externalities," Games and Economic Behavior, Elsevier, vol. 108(C), pages 65-80.
    34. Chu, Junfei & Wu, Jie & Chu, Chengbin & Zhang, Tinglong, 2020. "DEA-based fixed cost allocation in two-stage systems: Leader-follower and satisfaction degree bargaining game approaches," Omega, Elsevier, vol. 94(C).
    35. Yinlian Zeng & Lianmin Zhang & Xiaoqiang Cai & Jun Li, 2018. "Cost Sharing for Capacity Transfer in Cooperating Queueing Systems," Production and Operations Management, Production and Operations Management Society, vol. 27(4), pages 644-662, April.
    36. Mirjam Groote Schaarsberg & Peter Borm & Herbert Hamers & Hans Reijnierse, 2013. "Game theoretic analysis of maximum cooperative purchasing situations," Naval Research Logistics (NRL), John Wiley & Sons, vol. 60(8), pages 607-624, December.
    37. Xing Hu & René Caldentey & Gustavo Vulcano, 2013. "Revenue Sharing in Airline Alliances," Management Science, INFORMS, vol. 59(5), pages 1177-1195, May.
    38. Çetiner, D. & Kimms, A., 2013. "Assessing fairness of selfish revenue sharing mechanisms for airline alliances," Omega, Elsevier, vol. 41(4), pages 641-652.
    39. Simai He & Jiawei Zhang & Shuzhong Zhang, 2012. "Polymatroid Optimization, Submodularity, and Joint Replenishment Games," Operations Research, INFORMS, vol. 60(1), pages 128-137, February.
    40. Nagarajan, Mahesh & Sosic, Greys, 2008. "Game-theoretic analysis of cooperation among supply chain agents: Review and extensions," European Journal of Operational Research, Elsevier, vol. 187(3), pages 719-745, June.
    41. Lamia Triqui Sari & Jean-Claude Hennet, 2016. "Cooperative inventory planning in a distribution network," International Journal of Production Research, Taylor & Francis Journals, vol. 54(19), pages 5916-5931, October.
    42. Nash, John, 1950. "The Bargaining Problem," Econometrica, Econometric Society, vol. 18(2), pages 155-162, April.
    43. Qin, Cheng-Zhong & Tan, Guofu & Wong, Adam Chi Leung, 2019. "Implementation of Nash bargaining solutions with non-convexity," Economics Letters, Elsevier, vol. 178(C), pages 46-49.
    44. Demet Çetiner, 2013. "Selfish Revenue Sharing Mechanisms for Airline Alliances," Lecture Notes in Economics and Mathematical Systems, in: Fair Revenue Sharing Mechanisms for Strategic Passenger Airline Alliances, edition 127, chapter 0, pages 111-132, Springer.
    45. Casajus, André, 2018. "Symmetry, mutual dependence, and the weighted Shapley values," Journal of Economic Theory, Elsevier, vol. 178(C), pages 105-123.
    46. Lloyd S. Shapley, 1967. "On balanced sets and cores," Naval Research Logistics Quarterly, John Wiley & Sons, vol. 14(4), pages 453-460.
    47. Lippman, Steven A. & McCardle, Kevin F. & Tang, Christopher S., 2013. "Using Nash bargaining to design project management contracts under cost uncertainty," International Journal of Production Economics, Elsevier, vol. 145(1), pages 199-207.
    48. Yimin Yu & Saif Benjaafar & Yigal Gerchak, 2015. "Capacity Sharing and Cost Allocation among Independent Firms with Congestion," Production and Operations Management, Production and Operations Management Society, vol. 24(8), pages 1285-1310, August.
    49. Mohammaditabar, Davood & Ghodsypour, Seyed Hassan & Hafezalkotob, Ashkan, 2016. "A game theoretic analysis in capacity-constrained supplier-selection and cooperation by considering the total supply chain inventory costs," International Journal of Production Economics, Elsevier, vol. 181(PA), pages 87-97.
    50. Steven A. Lippman & Kevin F. McCardle, 2012. "Embedded Nash Bargaining: Risk Aversion and Impatience," Decision Analysis, INFORMS, vol. 9(1), pages 31-40, March.
    51. Yang, Jian & Li, Jianbin, 2020. "Cooperative game with nondeterministic returns," Journal of Mathematical Economics, Elsevier, vol. 88(C), pages 123-140.
    52. Mahesh Nagarajan & Greys Sošić & Chunyang Tong, 2019. "Dynamic Stable Supplier Coalitions and Invariance in Assembly Systems with Commodity Components," Operations Research, INFORMS, vol. 67(5), pages 1269-1282, September.
    53. Jin, Xuefeng & Park, Kang Tae & Kim, Kap Hwan, 2019. "Storage space sharing among container handling companies," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 127(C), pages 111-131.
    54. Leng, Mingming & Parlar, Mahmut & Zhang, Dengfeng, 2014. "Cooperative game analysis of retail space-exchange problems," European Journal of Operational Research, Elsevier, vol. 232(2), pages 393-404.
    55. Li, Jun & Feng, Hairong & Zeng, Yinlian, 2014. "Inventory games with permissible delay in payments," European Journal of Operational Research, Elsevier, vol. 234(3), pages 694-700.
    56. Francisco Robles & Marina Núñez, 2019. "One‐seller assignment markets with multi‐unit demands: Core and competitive equilibrium," International Journal of Economic Theory, The International Society for Economic Theory, vol. 15(2), pages 169-182, June.
    57. Lozano, S. & Hinojosa, M.A. & Mármol, A.M., 2015. "Set-valued DEA production games," Omega, Elsevier, vol. 52(C), pages 92-100.
    58. Gutiérrez, E. & Llorca, N. & Sánchez-Soriano, J. & Mosquera, M., 2018. "Sustainable allocation of greenhouse gas emission permits for firms with Leontief technologies," European Journal of Operational Research, Elsevier, vol. 269(1), pages 5-15.
    59. Akira Okada, 2014. "The stationary equilibrium of three-person coalitional bargaining games with random proposers: a classification," International Journal of Game Theory, Springer;Game Theory Society, vol. 43(4), pages 953-973, November.
    60. Mingming Leng & Mahmut Parlar, 2010. "Analytic solution for the nucleolus of a three‐player cooperative game," Naval Research Logistics (NRL), John Wiley & Sons, vol. 57(7), pages 667-672, October.
    61. Shoshana Anily & Moshe Haviv, 2017. "Line Balancing in Parallel M/M/1 Lines and Loss Systems as Cooperative Games," Production and Operations Management, Production and Operations Management Society, vol. 26(8), pages 1568-1584, August.
    62. Loe Schlicher & Marco Slikker & Geert‐Jan van Houtum, 2017. "Probabilistic resource pooling games," Naval Research Logistics (NRL), John Wiley & Sons, vol. 64(7), pages 531-546, October.
    63. M Dror & B C Hartman, 2011. "Survey of cooperative inventory games and extensions," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 62(4), pages 565-580, April.
    64. Fiestras-Janeiro, M.G. & García-Jurado, I. & Meca, A. & Mosquera, M.A., 2015. "Cooperation on capacitated inventory situations with fixed holding costs," European Journal of Operational Research, Elsevier, vol. 241(3), pages 719-726.
    65. Ben Jouida, Sihem & Krichen, Saoussen & Klibi, Walid, 2017. "Coalition-formation problem for sourcing contract design in supply networks," European Journal of Operational Research, Elsevier, vol. 257(2), pages 539-558.
    66. Mitridati, Lesia & Kazempour, Jalal & Pinson, Pierre, 2021. "Design and game-Theoretic analysis of community-Based market mechanisms in heat and electricity systems," Omega, Elsevier, vol. 99(C).
    67. Aghadadashli, Hamid & Dertwinkel-Kalt, Markus & Wey, Christian, 2016. "The Nash bargaining solution in vertical relations with linear input prices," Economics Letters, Elsevier, vol. 145(C), pages 291-294.
    68. Xin Chen & Zhisong Chen, 2013. "Cost allocation of capacity investment games," Naval Research Logistics (NRL), John Wiley & Sons, vol. 60(6), pages 512-523, September.
    69. M. Maschler & B. Peleg & L. S. Shapley, 1979. "Geometric Properties of the Kernel, Nucleolus, and Related Solution Concepts," Mathematics of Operations Research, INFORMS, vol. 4(4), pages 303-338, November.
    70. Frank Karsten & Marco Slikker & Geert‐Jan van Houtum, 2012. "Inventory pooling games for expensive, low‐demand spare parts," Naval Research Logistics (NRL), John Wiley & Sons, vol. 59(5), pages 311-324, August.
    71. Kimms, A. & Kozeletskyi, I., 2016. "Core-based cost allocation in the cooperative traveling salesman problem," European Journal of Operational Research, Elsevier, vol. 248(3), pages 910-916.
    72. Lu, Wei & Quadrifoglio, Luca, 2019. "Fair cost allocation for ridesharing services – modeling, mathematical programming and an algorithm to find the nucleolus," Transportation Research Part B: Methodological, Elsevier, vol. 121(C), pages 41-55.
    73. Hou, Dongshuang & Sun, Hao & Sun, Panfei & Driessen, Theo, 2018. "A note on the Shapley value for airport cost pooling game," Games and Economic Behavior, Elsevier, vol. 108(C), pages 162-169.
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