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Table 4 Comparison in terms of SS mean on larger synthetic FCMs

From: A time series driven decomposed evolutionary optimization approach for reconstructing large-scale gene regulatory networks based on fuzzy cognitive maps

#Nodes Edge density N s -N t dMAGA-FCMD dMAGA
300 20% 1–20 0.329 0.309
5–4 0.303 0.215
40–10 0.425 0.302
40% 1–20 0.374 0.290
5–4 0.384 0.296
40–10 0.455 0.388
500 20% 1–20 0.237 0.163
5–4 0.243 0.177
40–10 0.341 0.139
40% 1–20 0.290 0.193
5–4 0.246 0.186
40–10 0.342 0.151