In this paper, the authors deal with the black hole attack prevention and its effect on network performance and then optimization using ACO (Ant Colony Optimization) approach is done in which fitness function optimization takes place. The packets transmitted in this way are made to drop so as no unauthorized access is available to transmit the data. The whole simulation has been done in MATLAB environment to carry out the performance of the proposed work.