Research Article
[Retracted] Efficient COVID-19 CT Scan Image Segmentation by Automatic Clustering Algorithm
Algorithm 1
Whale optimization algorithm (WOA) [
14].
(1) | Input: initialize randomly generated Population (Pi) in search space, i: = 1, 2, …, n | (2) | Output: (global position of best whale) | (3) | while (iteration < MaxIteration) do | (4) | Compute the fitness of each whale and position of prey () | (5) | for each whale do | (6) | Update ℓ, p, , | (7) | check () | (8) | if |A| < 1 | (9) | Update the whale’s positions using encircling phase | (10) | else if |A| ≥ 1 | (11) | Compute () and update the whale’s position under exploration phase | (12) | end if | (13) | otherwise () | (14) | update the whale’s positions under spiral phase | (15) | end step 8 | (16) | end step 5 | (17) | Limit the boundary of whales | (18) | compute fitness of each whale and prey () | (19) | next iteration | (20) | end step 3 | (21) | Return the optimized solution |
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