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The Ant Colony System (ACS) is a variant of Ant colony optimization algorithm. It is very famous with Traveling Salesman Problem. The parameters of ACS in tour construction, global and local updating pheromone direct effort to get the best result of this but they are often manually setting up. Beside, building the heuristic function to decide a choice next node on tour is potential research approach...
We propose two fast-processing statistical methods for the determination of transmission performance, in particular the eye diagram and BER in optical fiber communication systems. Detailed guidelines for optimizing the accuracies of the statistical techniques are given. These methods provide BERs within one decade, hence more superior than those offered by Monte-Carlo and semi-analytical techniques.
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