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Applying the Shapley value to the tuna fishery

Author

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  • Bergantiños, Gustavo
  • Groba, Carlos
  • Sartal, Antonio

Abstract

The tuna fishing sector has faced important regulatory restrictions for years, mainly based on the number of fish aggregating devices (FADs) allowed per vessel, which has threatened the survival of many tuna firms. Various academics have studied this issue, proposing various solutions based on the reassignment and sharing of FADs. However, previous research has focused primarily on the use of FADs and their implications, rather than actually helping to optimize the tuna fleet’s fishing activity, and possibly for this reason, none of these proposals has impacted current fishing practices. In light of this situation, our research proposes a more equitable approach: we have modeled the tuna vessel problem as a cooperative game, reallocating FADs among vessels, studying the Shapley value, and comparing the results achieved with previous proposals. Although our approach is fairly standard in the literature, it is a novel solution to a deep-rooted problem in this sector that also leads to a significant reduction in CO2 emissions associated with fuel consumption. In fact, the application of our theoretical results to real data shows that there is not only a significant scope for improvement for firms and their vessels –both gain more revenue– but also a beneficial contribution to the environment in terms of reduced fuel consumption.

Suggested Citation

  • Bergantiños, Gustavo & Groba, Carlos & Sartal, Antonio, 2023. "Applying the Shapley value to the tuna fishery," European Journal of Operational Research, Elsevier, vol. 309(1), pages 306-318.
  • Handle: RePEc:eee:ejores:v:309:y:2023:i:1:p:306-318
    DOI: 10.1016/j.ejor.2022.12.040
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    References listed on IDEAS

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    1. Gustavo Bergantiños & Juan D. Moreno-Ternero, 2022. "On the axiomatic approach to sharing the revenues from broadcasting sports leagues," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 58(2), pages 321-347, February.
    2. Bergantiños, Gustavo & Moreno-Ternero, Juan D., 2022. "Monotonicity in sharing the revenues from broadcasting sports leagues," European Journal of Operational Research, Elsevier, vol. 297(1), pages 338-346.
    3. Ju, Yuan & Chun, Youngsub & van den Brink, René, 2014. "Auctioning and selling positions: A non-cooperative approach to queueing conflicts," Journal of Economic Theory, Elsevier, vol. 153(C), pages 33-45.
    4. Davies, Tim K. & Mees, Chris C. & Milner-Gulland, E.J., 2014. "The past, present and future use of drifting fish aggregating devices (FADs) in the Indian Ocean," Marine Policy, Elsevier, vol. 45(C), pages 163-170.
    5. Bergantiños, Gustavo & Vidal-Puga, Juan, 2010. "Realizing fair outcomes in minimum cost spanning tree problems through non-cooperative mechanisms," European Journal of Operational Research, Elsevier, vol. 201(3), pages 811-820, March.
    6. Boonen, Tim J. & De Waegenaere, Anja & Norde, Henk, 2020. "A generalization of the Aumann–Shapley value for risk capital allocation problems," European Journal of Operational Research, Elsevier, vol. 282(1), pages 277-287.
    7. Perez-Castrillo, David & Wettstein, David, 2001. "Bidding for the Surplus : A Non-cooperative Approach to the Shapley Value," Journal of Economic Theory, Elsevier, vol. 100(2), pages 274-294, October.
    8. Gustavo Bergantiños & Juan D. Moreno-Ternero, 2020. "Sharing the Revenues from Broadcasting Sport Events," Management Science, INFORMS, vol. 66(6), pages 2417-2431, June.
    9. Gustavo Bergantiños & Juan Vidal-Puga, 2021. "A review of cooperative rules and their associated algorithms for minimum-cost spanning tree problems," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 12(1), pages 73-100, March.
    10. S. C. Littlechild & G. Owen, 1973. "A Simple Expression for the Shapley Value in a Special Case," Management Science, INFORMS, vol. 20(3), pages 370-372, November.
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