A game theoretic approach to design mating programs for livestock

A game theoretic approach to design mating programs for livestock

In this study, we proposed a new game theoretic method to design a mating program. The index and game theoretic methods were applied with calculated breeding values using pedigree on two different data sets whose economic traits consist of negative (milk yield and fat percentage) and positive (birth and weaning weight) genetic correlated data. For the negative genetic correlated data set, even if total expected benefits were equal for two methods, mating programs were changed, and the coefficient of variation obtained using the game theoretic method was smaller than that of the index method. This result showed that the expected breeding value will be more homogeneous in the next generation if the game theoretical approach is used. For the positive genetic correlated data set, the total expected benefit obtained from the index selection was a bit higher than the expected benefit obtained from the game theory. In terms of the coefficient of variation, selection of the index method provides 25% more homogeneous next generation flock structure than the game theoretic approach. When the results examined, it is clear that more studies should be done using game theoretical modeling, which is a new approach for animal mating design.

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  • 1. Camerer CF. Behavioural studies of strategic thinking in games. Trend in Cognitive Sciences 2003; 7 (5): 225-231. doi:10.1016/S1364-6613(03)00094-9.
  • 2. Mitchell K, Ryan S. Game theory models of animal behavior. Lexington, USA: COMAP; 2003.
  • 3. Dall SRX, Mcnamara JM, Wedell R, Hosken DJ. Debating sexual selection and mating strategies. Science 2006; 312: 689-697.
  • 4. Turocy TL, Stengel VS. Game theory. Encyclopaedia of Information Systems. London, UK: Academic Press; 2002.
  • 5. Schuster P, Sigmund K. Towards a dynamics of social behaviour: strategic and genetic models for the evolution of animal conflicts. Journal of Social and Biological Structures 1985; 8: 255-277.
  • 6. Garrick D, Bullock D, Enns RM, Imumorin I, Mistzal I et al. Beef sire selection manual. Ames, USA: National Beef Cattle Evaluation Consortium; 2010.
  • 7. Kaygısız A, Vanlı Y. Genetic analysis of the Brown Cattle herd of Van agricultural vocational high school. Tarım Bilimleri Dergisi 1997; 3 (2): 23-32.
  • 8. Chatterjee B. Bimatrix Game MATLAB Central File Exchange. Berlin Heidelberg, Germany: Springer-Verlag; 2008.
  • 9. Düzgüneş O, Eliçin A, Akman N (1996). Animal breeding. Ankara, Turkey: Agricultural Faculty Publications no: 1437; 1996.
  • 10. Quint T, Shubik M, Yan D. Dumb bugs and bright noncooperative players: games, context and behavior. Connecticut, USA: Cowles Foundation Discussion Paper No: 1094, 31; 1995.
  • 11. Gibbons R. Game theory for applied economists. New Jersey, USA: Princeton University Press; 1992.
  • 12. Bergemann D. Game theory and information economics. Berlin Heidelberg, Germany: Springer-Verlag; 2006.
  • 13. Onder H. Nonparametric statistical methods used in biological experiments. Black Sea Journal of Engineering and Science 2018; 1 (1): 1-6.
  • 14. Henderdson CR. Statistical Genetics and Plant Breeding. Washington, USA: National Academy of Science National Research Council; 1961.
  • 15. Cerón-Rojas JJ, Crossa J, Sahagún-Castellanos J. Statistical sampling properties of the coefficients of three phenotypic selection indices. Cropp Science 2015; 56: 51-58.
  • 16. Formoso-Rafferty N, Cervantes I, Ibáñez-Escriche N, Gutiérrez JP. Correlated genetic trends for production and welfare traits in a mouse population divergently selected for birth weight environmental variability. Animal 2016; 10 (11): 1770-1777.
  • 17. Langhammer M, Michaelis M, Hoeflich A, Sobczak A, Schoen J et al. High-fertility phenotypes: two outbred mouse models exhibit substantially different molecular and physiological strategies warranting improved fertility. Reproduction 2014; 147: 427-433.
Turkish Journal of Veterinary and Animal Sciences-Cover
  • ISSN: 1300-0128
  • Yayın Aralığı: Yılda 6 Sayı
  • Yayıncı: TÜBİTAK
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