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Using Genetic Algorithms in Optimizing Strategy Games


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1 Department of BCA, PSGR Krishnammal College for Women, Peelamedu, Coimbatore, India
     

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Genetic Algorithm a major and widely used tool in datamining is specially invented with for development of natural selection and genetic ideas. It the basic algorithm used to generate solution for optimization problems with some natural evolution techniques which are inheritance, mutation, selection and crossover. The proposed game theory model uses the genetic algorithm application to analyze a radio frequency and optimize the utility function (each player’s preferences). The simulations were done using MATLAB ‘gatool’. The results show that genetic algorithms have positive effect on game theory models.


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  • Using Genetic Algorithms in Optimizing Strategy Games

Abstract Views: 262  |  PDF Views: 3

Authors

G. Sangeetha
Department of BCA, PSGR Krishnammal College for Women, Peelamedu, Coimbatore, India

Abstract


Genetic Algorithm a major and widely used tool in datamining is specially invented with for development of natural selection and genetic ideas. It the basic algorithm used to generate solution for optimization problems with some natural evolution techniques which are inheritance, mutation, selection and crossover. The proposed game theory model uses the genetic algorithm application to analyze a radio frequency and optimize the utility function (each player’s preferences). The simulations were done using MATLAB ‘gatool’. The results show that genetic algorithms have positive effect on game theory models.




DOI: https://doi.org/10.36039/ciitaas%2F9%2F1%2F2017%2F141138.1-5