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

A Heuristic Method to Generate Better Initial Population for Evolutionary Methods