  Initial population plays an important role in heuristic algorithms such as GA
as it help to decrease the time those algorithms need to achieve an acceptable
result. Furthermore, it may influence the quality of the final answer given by
evolutionary algorithms. In this paper, we shall introduce a heuristic method
to generate a target based initial population which possess two mentioned
characteristics. The efficiency of the proposed method has been shown by
presenting the results of our tests on the benchmarks.
