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Using Game Theory to Assign Groundwater Pumping Schedules

Author

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  • Nikolaos Nagkoulis

    (Aristotle University of Thessaloniki)

  • Konstantinos L. Katsifarakis

    (Aristotle University of Thessaloniki)

Abstract

This paper deals with optimization of extracting groundwater by a number of users (stakeholders) from a common aquifer. The aim is to reduce their pumping cost and the respective energy consumption, taking into account the schedule preferences of the users (e.g. pumping during the day instead of during the night). Moreover, it is postulated that alternate pumping reduces pumping cost. To facilitate the participation of stakeholders in achieving the best alternate pumping schedule, the problem is formulated as an anti-coordination game. Using vertices to represent the players (users) and weighted edges to represent their interactions we have created an algorithm that can be used to get players’ payoffs. Then, assuming that the players are allowed to improve their payoffs by playing consecutive moves, we use our algorithm to find the Nash equilibria of the game. However, not all games converge to the same Nash equilibria, as changing the sequence of the players can result in different solutions. Therefore, we use Genetic Algorithms to find the sequence of the players that minimizes the overall pumping cost or the energy consumption, using the least possible game rounds. The algorithm proposed can be used by researchers and authorities to promote cooperation between well users, leading to financial and environmental benefit.

Suggested Citation

  • Nikolaos Nagkoulis & Konstantinos L. Katsifarakis, 2022. "Using Game Theory to Assign Groundwater Pumping Schedules," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 36(5), pages 1571-1586, March.
  • Handle: RePEc:spr:waterr:v:36:y:2022:i:5:d:10.1007_s11269-022-03102-7
    DOI: 10.1007/s11269-022-03102-7
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    1. Yann Bramoull? & Rachel Kranton & Martin D'Amours, 2014. "Strategic Interaction and Networks," American Economic Review, American Economic Association, vol. 104(3), pages 898-930, March.
    2. Rubinstein, Ariel, 1982. "Perfect Equilibrium in a Bargaining Model," Econometrica, Econometric Society, vol. 50(1), pages 97-109, January.
    3. Krzysztof R. Apt & Bart Keijzer & Mona Rahn & Guido Schäfer & Sunil Simon, 2017. "Coordination games on graphs," International Journal of Game Theory, Springer;Game Theory Society, vol. 46(3), pages 851-877, August.
    4. Chien, Steve & Sinclair, Alistair, 2011. "Convergence to approximate Nash equilibria in congestion games," Games and Economic Behavior, Elsevier, vol. 71(2), pages 315-327, March.
    5. Dinar, Ariel & Hogarth, Margaret, 2015. "Game Theory and Water Resources Critical Review of its Contributions, Progress and Remaining Challenges," Foundations and Trends(R) in Microeconomics, now publishers, vol. 11(1-2), pages 1-139, June.
    6. Kicsiny, R., 2019. "Differential game model with discretized solution for distributing heat produced by solar heating systems," Renewable Energy, Elsevier, vol. 140(C), pages 330-340.
    7. Kontos, Y.N. & Katsifarakis, K.L., 2017. "Optimal management of a theoretical coastal aquifer with combined pollution and salinization problems, using genetic algorithms," Energy, Elsevier, vol. 136(C), pages 32-44.
    8. N. Nagkoulis & K.L. Katsifarakis, 2020. "Minimization of Total Pumping Cost from an Aquifer to a Water Tank, Via a Pipe Network," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 34(13), pages 4147-4162, October.
    9. Babichenko, Yakov & Tamuz, Omer, 2016. "Graphical potential games," Journal of Economic Theory, Elsevier, vol. 163(C), pages 889-899.
    10. Martin J. Osborne & Ariel Rubinstein, 1994. "A Course in Game Theory," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262650401, December.
    11. Kaveh Madani & Keith Hipel, 2011. "Non-Cooperative Stability Definitions for Strategic Analysis of Generic Water Resources Conflicts," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 25(8), pages 1949-1977, June.
    12. Scrucca, Luca, 2013. "GA: A Package for Genetic Algorithms in R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 53(i04).
    13. Paris N Stratis & George P Karatzas & Elena P Papadopoulou & Maria S Zakynthinaki & Yiannis G Saridakis, 2016. "Stochastic Optimization for an Analytical Model of Saltwater Intrusion in Coastal Aquifers," PLOS ONE, Public Library of Science, vol. 11(9), pages 1-28, September.
    14. Parna Parsapour-Moghaddam & Armaghan Abed-Elmdoust & Reza Kerachian, 2015. "A Heuristic Evolutionary Game Theoretic Methodology for Conjunctive Use of Surface and Groundwater Resources," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 29(11), pages 3905-3918, September.
    15. Bramoulle, Yann & Kranton, Rachel, 2007. "Public goods in networks," Journal of Economic Theory, Elsevier, vol. 135(1), pages 478-494, July.
    16. Mojtaba Sadegh & Najmeh Mahjouri & Reza Kerachian, 2010. "Optimal Inter-Basin Water Allocation Using Crisp and Fuzzy Shapley Games," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 24(10), pages 2291-2310, August.
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