This article proposes using Multi- Targeted Evolutionary Algorithms for Telephone Exchange Planning, on the short, medium and long run. Experimental resuls for a city make the present proposal valuable because of the quick, varied and quality solutions obtained.

En el presente trabajo se plantean las innovaciones más recientes y destacables en los paradigmas; sistemas expertos y redes neuronales artificiales, primero describiendo ambos sistemas y luego revisando las áreas de trabajo. Finalmente, por su novedad, se destacan las aplicaciones más relevqantes de los modelos neuronales que utilizan información financiera; es el caso del análisis del fracaso empresarial y la predicción en losmercados financierosm doned la complementariedad entre modelos estadísticos y neuronales están desempeñando un papel eficaz.

The MST has a venerable history in combinatorial optimization. It was initially developed in 1926 by Boruvka who says he had to learn for the electrification of southern Moraria where he provided a solution to find the most economical distribution through a network of a power line.

This article proposes using Multi- Targeted Evolutionary Algorithms for Telephone Exchange Planning, on the short, medium and long run. Experimental resuls for a city make the present proposal valuable because of the quick, varied and quality solutions obtained.

In this paper the most recent and remarkable innovations in paradigms arise; expert systems and artificial neural networks, describing both systems first and then reviewing the work areas. Finally, because of its novelty, highlights the most relevqantes applications of neural models using financial information; the case of business failure analysis and prediction in losmercados financierosm doned complementarity between statistical and neural models are playing an effective role.

The MST has a venerable history in combinatorial optimization. It was initially developed in 1926 by Boruvka who says he had to learn for the electrification of southern Moraria where he provided a solution to find the most economical distribution through a network of a power line.

In this age of information, where people live around the internet; many business activities are carried unaINTRANET. The aim is to have the current state of a company operacines day after day. In the academic field; Today it is important to build institutional portals, so that the student or graduate ehresado, can count on the timely and effective information. the objective of acad emic {virtual project is to have an intranet at the Faculty of Industrial Engineering, to have timely information from diverdas operations performed in the university; especially in the academic aspect of the assessment and to have this information in cualquien time.

In this age of information, where people live around the internet; many business activities are carried unaINTRANET. The aim is to have the current state of a company operacines day after day. In the academic field; Today it is important to build institutional portals, so that the student or graduate ehresado, can count on the timely and effective information. the objective of acad emic {virtual project is to have an intranet at the Faculty of Industrial Engineering, to have timely information from diverdas operations performed in the university; especially in the academic aspect of the assessment and to have this information in cualquien time.