Time complexity of proposed evolutionary algorithm in artificial neural network

The important issue in Evolutionary Algorithms (EAs)analysis, is time-complexity. Here to obtain the mean hitting time of EA the concept of take-overtime is considered. The time complexity of the EA such as the takeover time is considered, i.e.the concept of the takeover time is generalized rather thana selection of operator alone. This generalization is applied to benchmark problems like N-Bit parity. For various input sizes N, the time complexity in terms of number of generations is estimated. An empirical model is also generated for proposed EA using statistical tool.