This book compares three different algorithms which can be used to train neural network using genetic algorithms. Although the algorithms used here locate fault in power transmission line, it can be used in different areas of engineering. It shows how the parameters of genetic algorithm can be varied to increase the accuracy and speed. It also gives a special method to increase the accuracy of neural network using dsum variable.