Skip to main content
Erschienen in: Dynamic Games and Applications 2/2022

01.06.2022

On Discrete-Time Replicator Equations with Nonlinear Payoff Functions

verfasst von: Mansoor Saburov

Erschienen in: Dynamic Games and Applications | Ausgabe 2/2022

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

An evolutionary game is usually identified by a smooth (possibly nonlinear) payoff function. We propose a model of evolutionary game in which for any two different pure strategies, a nonlinear payoff function of a pure strategy which is frequent in number is better/worse than other one. In order to observe some evolutionary bifurcation diagram, we also control the nonlinear payoff function in two different regimes: positive and negative. One of the interesting feature of the model is that if we switch a controlling parameter from positive to negative regime then a set of local evolutionarily stable strategies (ESSs) changes from one set to another one. We show that the Folk Theorem of Evolutionary Game Theory is true for a discrete-time replicator equation governed by the proposed nonlinear payoff function. In the long-run time, the following scenario can be observed: (i) in the positive regime, the active dominating pure strategies will outcompete other strategies and only they will survive forever; (ii) in the negative regime, all active pure strategies will coexist together and they will survive forever. As an application, we also show that the nonlinear payoff functions defined by discrete population models for a single species such as Beverton–Holt’s model, Hassell’s model, Maynard Smith–Slatkin’s model, Ricker’s model, Skellam’s model satisfy the hypothesis of the proposed model.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
3.
Zurück zum Zitat Beckmann M, McGuire CB, Winsten CB (1956) Studies in the economics of transportation. Yale University Press, New Haven Beckmann M, McGuire CB, Winsten CB (1956) Studies in the economics of transportation. Yale University Press, New Haven
4.
Zurück zum Zitat Benaim M, Hofbauer J, Sorin S (2012) Perturbations of set-valued dynamical systems, with applications to game theory. Dyn Games Appl 2(2):195–205MathSciNetMATHCrossRef Benaim M, Hofbauer J, Sorin S (2012) Perturbations of set-valued dynamical systems, with applications to game theory. Dyn Games Appl 2(2):195–205MathSciNetMATHCrossRef
5.
Zurück zum Zitat Beverton RJH, Holt SJ (1957) On the dynamics of exploited fish populations. Fisheries investigations, series 2, vol 19. H.M. Stationery Office, London Beverton RJH, Holt SJ (1957) On the dynamics of exploited fish populations. Fisheries investigations, series 2, vol 19. H.M. Stationery Office, London
6.
Zurück zum Zitat Cressman R (1992) The stability concept of evolutionary game theory: a dynamic approach. Springer, BerlinMATHCrossRef Cressman R (1992) The stability concept of evolutionary game theory: a dynamic approach. Springer, BerlinMATHCrossRef
7.
Zurück zum Zitat Cressman R (2003) Evolutionary dynamics and extensive form games. MIT Press, CambridgeMATHCrossRef Cressman R (2003) Evolutionary dynamics and extensive form games. MIT Press, CambridgeMATHCrossRef
9.
Zurück zum Zitat Duong MH, Han TA (2020) On equilibrium properties of the replicator–mutator equation in deterministic and random games. Dyn Games Appl 10:641–663MathSciNetMATHCrossRef Duong MH, Han TA (2020) On equilibrium properties of the replicator–mutator equation in deterministic and random games. Dyn Games Appl 10:641–663MathSciNetMATHCrossRef
11.
Zurück zum Zitat Friedman D (1998) On economic applications of evolutionary game theory. J Evol Econ 8(1):15–43CrossRef Friedman D (1998) On economic applications of evolutionary game theory. J Evol Econ 8(1):15–43CrossRef
12.
Zurück zum Zitat Ganikhodjaev N, Saburov M, Jamilov U (2013) Mendelian and non-Mendelian quadratic operators. Appl Math Inf Sci 7:1721–1729MathSciNetCrossRef Ganikhodjaev N, Saburov M, Jamilov U (2013) Mendelian and non-Mendelian quadratic operators. Appl Math Inf Sci 7:1721–1729MathSciNetCrossRef
13.
Zurück zum Zitat Ganikhodjaev N, Saburov M, Nawi AM (2014) Mutation and chaos in nonlinear models of heredity. Sci World J 2014:1–11 Ganikhodjaev N, Saburov M, Nawi AM (2014) Mutation and chaos in nonlinear models of heredity. Sci World J 2014:1–11
14.
Zurück zum Zitat Ganikhodzhaev RN, Saburov M (2008) A generalized model of the nonlinear operators of Volterra type and Lyapunov functions. J Sib Fed Univ Math Phys 1(2):188–196MATH Ganikhodzhaev RN, Saburov M (2008) A generalized model of the nonlinear operators of Volterra type and Lyapunov functions. J Sib Fed Univ Math Phys 1(2):188–196MATH
15.
Zurück zum Zitat Garay J, Cressman R, Mori TF, Varga T (2018) The ESS and replicator equation in matrix games under time constraints. J Math Biol 76:1951–1973MathSciNetMATHCrossRef Garay J, Cressman R, Mori TF, Varga T (2018) The ESS and replicator equation in matrix games under time constraints. J Math Biol 76:1951–1973MathSciNetMATHCrossRef
16.
Zurück zum Zitat Geritz SAH, Kisdi É (2004) On the mechanistic underpinning of discrete-time population models with complex dynamics. J Theor Biol 228(2):261–269MathSciNetMATHCrossRef Geritz SAH, Kisdi É (2004) On the mechanistic underpinning of discrete-time population models with complex dynamics. J Theor Biol 228(2):261–269MathSciNetMATHCrossRef
18.
Zurück zum Zitat Hassell MP (1975) Density-dependence in single-species populations. J Anim Ecol 44:283–295CrossRef Hassell MP (1975) Density-dependence in single-species populations. J Anim Ecol 44:283–295CrossRef
22.
Zurück zum Zitat Hofbauer J, Sigmund K (1988) The theory of evolution and dynamical systems. Cambridge University Press, CambridgeMATH Hofbauer J, Sigmund K (1988) The theory of evolution and dynamical systems. Cambridge University Press, CambridgeMATH
23.
Zurück zum Zitat Hofbauer J, Sigmund K (1998) Evolutionary games and population dynamics. Cambridge University Press, CambridgeMATHCrossRef Hofbauer J, Sigmund K (1998) Evolutionary games and population dynamics. Cambridge University Press, CambridgeMATHCrossRef
26.
Zurück zum Zitat Maynard Smith J (1974) The theory of games and the evolution of animal conflicts. J Theor Biol 47(1):209–221MathSciNetCrossRef Maynard Smith J (1974) The theory of games and the evolution of animal conflicts. J Theor Biol 47(1):209–221MathSciNetCrossRef
27.
Zurück zum Zitat Maynard Smith J (1982) Evolution and the theory of games. Cambridge University Press, CambridgeMATHCrossRef Maynard Smith J (1982) Evolution and the theory of games. Cambridge University Press, CambridgeMATHCrossRef
28.
Zurück zum Zitat Maynard Smith J, Price GR (1973) The logic of animal conflict. Nature 246(5427):15–18MATHCrossRef Maynard Smith J, Price GR (1973) The logic of animal conflict. Nature 246(5427):15–18MATHCrossRef
29.
Zurück zum Zitat Maynard Smith J, Slatkin M (1973) The stability of predator–prey systems. Ecology 54:384–391CrossRef Maynard Smith J, Slatkin M (1973) The stability of predator–prey systems. Ecology 54:384–391CrossRef
30.
Zurück zum Zitat Mitrinovic DS, Pecaric JE, Fink AM (1993) Classical and new inequalities in analysis. Mathematics and its applications, vol 61. Kluwer Academic Publishers, DordrechtMATH Mitrinovic DS, Pecaric JE, Fink AM (1993) Classical and new inequalities in analysis. Mathematics and its applications, vol 61. Kluwer Academic Publishers, DordrechtMATH
31.
Zurück zum Zitat Mukhamedov F, Saburov M (2010) On homotopy of Volterrian quadratic stochastic operator. Appl Math Inf Sci 4:47–62MathSciNetMATH Mukhamedov F, Saburov M (2010) On homotopy of Volterrian quadratic stochastic operator. Appl Math Inf Sci 4:47–62MathSciNetMATH
32.
Zurück zum Zitat Mukhamedov F, Saburov M (2014) On dynamics of Lotka-Volterra type operators. Bull Malays Math Sci Soc 37:59–64MathSciNetMATH Mukhamedov F, Saburov M (2014) On dynamics of Lotka-Volterra type operators. Bull Malays Math Sci Soc 37:59–64MathSciNetMATH
33.
Zurück zum Zitat Mukhamedov F, Saburov M (2017) Stability and monotonicity of Lotka-Volterra type operators. Qual Theory Dyn Syst 16:249–267MathSciNetMATHCrossRef Mukhamedov F, Saburov M (2017) Stability and monotonicity of Lotka-Volterra type operators. Qual Theory Dyn Syst 16:249–267MathSciNetMATHCrossRef
36.
Zurück zum Zitat Nowak MA (2006) Evolutionary dynamics: exploring the equations of life. Harvard University Press, CambridgeMATHCrossRef Nowak MA (2006) Evolutionary dynamics: exploring the equations of life. Harvard University Press, CambridgeMATHCrossRef
37.
Zurück zum Zitat Pohley H-J, Thomas B (1983) Non-linear ESS models and frequency dependent selection. Biosystems 16:87–100CrossRef Pohley H-J, Thomas B (1983) Non-linear ESS models and frequency dependent selection. Biosystems 16:87–100CrossRef
38.
Zurück zum Zitat Pontz M, Hofbauer J, Burger R (2018) Evolutionary dynamics in the two-locus two-allele model with weak selection. J Math Biol 76:151–203MathSciNetMATHCrossRef Pontz M, Hofbauer J, Burger R (2018) Evolutionary dynamics in the two-locus two-allele model with weak selection. J Math Biol 76:151–203MathSciNetMATHCrossRef
39.
Zurück zum Zitat Ricker WE (1954) Stock and recruitment. J Fish Res Bd Canada 11:559–623CrossRef Ricker WE (1954) Stock and recruitment. J Fish Res Bd Canada 11:559–623CrossRef
40.
Zurück zum Zitat Rozikov U, Hamraev A (2004) On a cubic operator defined in finite dimensional simplex. Ukr Math J 56:1418–1427CrossRef Rozikov U, Hamraev A (2004) On a cubic operator defined in finite dimensional simplex. Ukr Math J 56:1418–1427CrossRef
41.
Zurück zum Zitat Rozikov U (2020) Population dynamics: algebraic and probabilistic approach. World Scientific, SingaporeCrossRef Rozikov U (2020) Population dynamics: algebraic and probabilistic approach. World Scientific, SingaporeCrossRef
42.
Zurück zum Zitat Saburov M (2013) Some strange properties of quadratic stochastic Volterra operators. World Appl Sci J 21:94–97 Saburov M (2013) Some strange properties of quadratic stochastic Volterra operators. World Appl Sci J 21:94–97
43.
Zurück zum Zitat Sandholm WH (2010) Population games and evolutionary dynamics. MIT Press, CambridgeMATH Sandholm WH (2010) Population games and evolutionary dynamics. MIT Press, CambridgeMATH
45.
Zurück zum Zitat Sigmund K (2010) Evolutionary game dynamics: American Mathematical Society short course. American Mathematical Society, Providence Sigmund K (2010) Evolutionary game dynamics: American Mathematical Society short course. American Mathematical Society, Providence
52.
Zurück zum Zitat von Neumann J, Morgenstern O (1944) Theory of games and economic behavior. Princeton University Press, PrincetonMATH von Neumann J, Morgenstern O (1944) Theory of games and economic behavior. Princeton University Press, PrincetonMATH
53.
Zurück zum Zitat Weibull JW (1995) Evolutionary game theory. MIT Press, CambridgeMATH Weibull JW (1995) Evolutionary game theory. MIT Press, CambridgeMATH
Metadaten
Titel
On Discrete-Time Replicator Equations with Nonlinear Payoff Functions
verfasst von
Mansoor Saburov
Publikationsdatum
01.06.2022
Verlag
Springer US
Erschienen in
Dynamic Games and Applications / Ausgabe 2/2022
Print ISSN: 2153-0785
Elektronische ISSN: 2153-0793
DOI
https://doi.org/10.1007/s13235-021-00404-0

Weitere Artikel der Ausgabe 2/2022

Dynamic Games and Applications 2/2022 Zur Ausgabe