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espanolSe analiza la presencia de los elementos estructurales y funcionales de los Sistemas Multi-Agente en las medianas empresas, identificando la oportunidad para fortalecer los vinculos de cooperacion entre ellas. La investigacion se fundamenta epistemologicamente en la escuela de pensamiento del positivismo logico, con enfoque cuantitativo, desde el paradigma positivista, y de tipo descriptivo. La muestra corresponde a cuarenta y cuatro medianas empresas del municipio de Valledupar, Colombia, con capitales entre US$1.300.000 a US$ 4.000.000. Los resultados destacan la presencia de los elementos y funciones de los Sistemas Multi-Agente en las medianas empresas encuestadas. Adicionalmente, se demostro la presencia de los vinculos de cooperacion organizacional, destacandose los indicadores de extension, intensidad, renovacion, especializa-cion y adaptabilidad. Sin embargo, se observa una mediana presencia del indicador de estabilidad de los vinculos de cooperacion. Esto constituye una oportunidad para el desarrollo de capacidades de cooperacion, mecanismos de negociacion, confianza mutua y aprovechamiento de sinergias. EnglishThe presence of the structural and functional elements of the Multi-Agent systems inside medium-sized companies, identifying the opportunity to strengthen the cooperation links between them. The research is epistemologically based on the school of logical positivism, with quantitative approach, and descriptive type. The sample are forty-four (44) medium-sized companies of the Valledupar municipality, Colombia, with capitals between US$ 1.300.000 and US$ 4.000.000. The results show the presence of the elements and functions of the Multi-Agent systems in the surveyed medium-sized companies. In addition, the presence of organizational cooperation links was demonstrated, especially to the characteristics of extension, intensity, renewal, specialization and adaptability. However, a low presence of the stability characteristic of cooperation links is observed. This represents an opportunity for the development of cooperation capacities, negotiation mechanisms, mutual trust and use of synergies.

Elementos Estructurales y Funcionales de los Sistemas Multi-Agente para la Cooperación Organizacional en Medianas Empresas