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The loop of line 14 represents iterations on time steps.
Open image in new window Fig. 4 Operation loop of Line 6 in Beijing.
The for loop of line 2 4 performs a simple intersection operation on the pages, while line 5 returns the schema.
Therefore, we propose an approximation of the penalty factor that reduces the complexity of Algorithm 1 by eliminating the loop of line 11.
Finally, simulation results show that the inner loop of line 8 in Algorithm 1 exhibits a fast convergence behavior with an average of approximately 1.23 iterations.
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Once an area formed by a closed loop of lines is specified, the corresponding filled region can be shown on the floor plan view, and the measure of that area can be calculated automatically.
The loop of lines 6-9 calculateset set of centroids.
The loop of lines 1 4 calculates the normalized vector and clustering certainty for each particle.
Therefore, the loop of lines 9 19 takes O(nm) time in total.
The inner loop of lines 11 13 calculates the distances to all centroids.
For our implementation, it takes O(m) time to calculate a normalized vector, and O(m) to calculate the clustering certainty, so the total time of the loop of lines 1 4 is O(mn).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com