Distribution feeder reconfiguration is an efficient tool used on planning and operation of electrical distribution systems for reducing technical losses. This article shows the relationship between system configuration and reliability; consequently it is presented a new optimization model which minimizes reliability indices. This model takes of account reliability but also technical restrictions such as maximum load flow and voltage regulation, the model shows good results using an evolutionary algorithms.