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Descripción
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| There exists a clear difference between cooperative and competitive strategies. The former ones are based on the swarm colonies, in which all individuals share its knowledge about the goal in order to pass such information to other individuals to get optimum solution. The latter ones are based on genetic models, that is, individuals can die and new individuals are created combining information of alive one; or are based on molecular/celular behavior passing information from one structure to another. A Grammatical Swarm model is applied to obtain the Neural Network topology of a given problem, training the net with a Particle Swarm algorithm in R. This paper just shows some ideas in order to obtain an automatic way to define the most suitable neural network topology for a given patter set. High dimension problem is also mentioned when dealing with the particle swarm algorithm. | |
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Internacional
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Si |
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JCR del ISI
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No |
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Título de la revista
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WSEAS TRANSACTIONS on SYSTEMS |
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ISSN
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1109-2777 |
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Factor de impacto JCR
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0 |
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Información de impacto
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Volumen
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9 |
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DOI
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Número de revista
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2 |
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Desde la página
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192 |
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Hasta la página
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202 |
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Mes
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FEBRERO |
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Ranking
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