Paul St-Aubin edited section_Experimental_Results_subsection_The__.tex  almost 9 years ago

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\section{Experimental Results}  \subsection{The Relationship of Tracking Accuracy with Traffic Data}  In the first phase of optimization, the genetic algorithm was run for the full length of each 10-min video sequence. The population size is set to 20 individuals, using a minimum selection of 20~\% of the fitness function, a crossover rate of 60~\% of individuals, and a mutation rate of 5~\%. 5~\% (of individuals).  These parameters were based off of typical values and tweaked to account for a relatively low number of alleles and high sequence processing expense. All the sets of tracking parameters (individuals) and the corresponding trajectories generated by the tracker are saved over the whole optimization process: the traffic counts and average speeds at the entrance and exit of each lane of the analysis zone are extracted and analyzed with respect to tracking accuracy (see FIGURE~\ref{fig:mota-traffic-data}). \begin{figure}  \begin{tabular}{rcc}