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Optimal Control Problem for an Electoral Behavior Model

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Abstract

In this paper, we propose a compartmental model where the electorate is divided into six classes or sub-populations: potential electors (P), unregistered individuals (U), registered individuals (R), temporary abstainers (\(\hbox {A}^t\)), voters for the political party (\(\hbox {V}^f\)) and voters against the political party (\(\hbox {V}^a\)). Our model describes the electoral behavior of citizens with regards to the electoral process in general and with regards to a political party in particular. It includes three controls representing strategies that can help to increase the participation rate at elections and boost a political party’s chances of getting more votes. We formulate an optimal control problem based on the proposed model. Pontryagin’s maximum principle is used to characterize the optimal controls and the optimality system is solved by an iterative method. The numerical results carried out using real data with the Moroccan legislative elections of 2016 show the performance of our optimization strategies.

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References

  1. Abrams, S., Iversen, T., Soskice, D.: Informal social networks and rational voting. Br. J. Polit. Sci. 41(2), 229–257 (2011)

    Article  Google Scholar 

  2. Antunes, R.: Theoretical models of voting behaviour, sciences de la communication et des affaires, exedra No 4 (2010)

  3. Bartle, J., Birch, S., Skirmuntt, M.: The local roots of the participation gap: inequality and voter turnout. Elect. Stud. 48, 30–44 (2017)

    Article  Google Scholar 

  4. Bartolini, S., Mair, P.: Identity, Competition and Electoral Availability. Cambridge University Press, New York (1990)

    Google Scholar 

  5. Belenky, A.S., King, D.C.: A mathematical model for estimating the potential margin of state undecided voters for a candidate in a US Federal election. Math. Comput. Model. 45, 585–593 (2007)

    Article  MATH  Google Scholar 

  6. Berelson, B.R., Lazarsfeld, P.F., Mcphee, W.N.: Voting: A Study of Opinion Formation in a Presidential Campaign. Chicago University Press, Chicago (1954)

    Google Scholar 

  7. Blais, A.: To Vote or Not to Vote: The Merits And Limits of Rational Choice Theory. University of Pittsburg, Pittsburg (2000)

    Book  Google Scholar 

  8. Boyce, W.E., DiPrima, R.C.: Elementary Differential Equations and Boundary Value Problems. Wiley, New York (2009)

    MATH  Google Scholar 

  9. Calderon, K., Orbe, C., Panjwani, A., Romero, D.M., Kribs-Zaleta, C., Ros-Soto, K.: An epidemiological approach to the spread of political third parties. mtbi.asu.edu/Sum (2005)

  10. Downs, A.: An Economic Theory of Democracy. Harper Collins Publishers, New York (1957)

    Google Scholar 

  11. Fleming, W.H., Rishel, R.W.: Deterministic and Stochastic Optimal Control. Springer, New York (1975)

    Book  MATH  Google Scholar 

  12. Guibout, V., Bloch, A. M.: A discrete maximum principle for solving optimal control problems. In: 43rd IEEE Conference on Decision and Control, vol. 2, pp. 1806–1811 (2004)

  13. Gumel, A.B., Patidar, K.C., Spiteri, R.J. (eds.): Asymptotically Consistent Non-standard Finite-Difference Methods for Solving Mathematical Models Arising in Population Biology. R. E. Mickens and Worl Scientific, Singapore (2005)

    MATH  Google Scholar 

  14. Gumel, A.B., Shivakumar, P.N., Sahai, B.M.: A mathematical model for the dynamics of HIV-1 during the typical course of infection. Nonlinear Anal. Theory Methods Appl. 47(3), 1773–1783 (2001)

    Article  MATH  Google Scholar 

  15. Hodler, R., Luechinger, S., Stutzer, A.: The effects of voting costs on the democratic process and public finances. Am. Econ. J. Econ. Policy 7(1), 141-71 (2015)

    Article  Google Scholar 

  16. Hoffman, M., Léon, G., Lombardi, M.: Compulsory voting, turnout, and government spending: evidence from Austria. J. Public Econ. 145, 103–115 (2017)

    Article  Google Scholar 

  17. Karrakchou, J., Rachik, M., Gourari, S.: Optimal control and Infectiology: application to an HIV/AIDS model. Appl. Math. Comput. 177(2), 807–818 (2006)

    MATH  Google Scholar 

  18. Khan, Q.J.A.: Hopf bifurcation in multiparty political systems with time delay in switching. Appl. Math. Lett. 13, 43–52 (2000)

    Article  MATH  Google Scholar 

  19. Laarabi, H., Labriji, E., Mostafa, M.R.: Optimal control of an epidemic model with a saturated incidence rate. Nonlinear Anal. Model. Control 17(4), 448–459 (2012)

    Article  MATH  Google Scholar 

  20. Lazarsfeld, P.F., Berelson, B., Gaudet, h: The People’s Choice: How The Voter Makes Up His Mind in a Presidential Campaign. Columbia University Press, New York (1944)

    Google Scholar 

  21. Leighley, J.E., Nagler, J.: Who Votes Now? Demographics, Issues, Inequality, and Turnout in the United States. Princeton University Press, Princeton (2013)

    Book  Google Scholar 

  22. Miller, W.E., Shanks, J.M.: The New American Voter. Harvard University Press, Cambridge (1996)

    Google Scholar 

  23. Nickerson, D.: Is voting contagious? Evidence from two field experiments. Am. Polit. Sci. Rev. 102(1), 49–57 (2008). https://doi.org/10.1017/S0003055408080039

    Article  Google Scholar 

  24. Petersen, I.: Stability of equilibria in multi-party political system. Math. Soc. Sci. 21, 81–93 (1991)

    Article  MATH  Google Scholar 

  25. Pontryagin, L.S., Boltyanskii, V.G., Gamkrelidze, R.V., Mishchenko, E.F.: The Mathematical Theory of Optimal Processes. Wiley, New York (1962)

    MATH  Google Scholar 

  26. Schelker, M., Schneiter, M.: The elasticity of voter turnout: Investing 85 cents per voter to increase voter turnout by 4 percent? Elect. Stud. 49, 65–74 (2017)

    Article  Google Scholar 

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Correspondence to Omar Balatif.

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Balatif, O., El Hia, M. & Rachik, M. Optimal Control Problem for an Electoral Behavior Model. Differ Equ Dyn Syst 31, 233–250 (2023). https://doi.org/10.1007/s12591-020-00533-9

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