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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