Evolutionary computation: toward a new philosophy of machine intelligence
Evolutionary computation: toward a new philosophy of machine intelligence
An Introduction to Genetic Algorithms
An Introduction to Genetic Algorithms
Prisoner's Dilemma: John Von Neumann, Game Theory and the Puzzle of the Bomb
Prisoner's Dilemma: John Von Neumann, Game Theory and the Puzzle of the Bomb
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Evolutionary artificial immune system optimization
Proceedings of the 12th annual conference companion on Genetic and evolutionary computation
Fuzzy social interaction genetic algorithm
Proceedings of the 12th annual conference companion on Genetic and evolutionary computation
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In this paper, it is presented a new way to characterize the phenotype in the context of Genetic Algorithms through the use of Game Theory as a theoretical foundation to define a new phase in the algorithm, named Social Interaction. It is executed before the reproduction phase and allows individuals to fight for their own survival improving their fitness according to the rules of a game. Thereby, a new algorithm is presented and some good results were produced for Traveling Salesman Problem an improvement in Genetic Algorithm execution.