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Table 3 Total time taken for global solution, number of partitions created during the Branch-and-Reduce algorithm, nonconvex and convex problems solved, and objective function values for both local and global solution methods for the small GMA system.

From: Identification of metabolic system parameters using global optimization methods

 

Time for Global Sol (sec)

No of Partitions

Nonconvex Problems

Convex Problems

Obj fun Value (Global)

Obj fun Value (Local)

0 %

0.252

1

1

1

0.0

0.0

10 %

0.662

1

1

1

0.0

0.0

100 %

1.453

1

1

1

0.0

0.0

200 %

12.005

11

13

11

0.0

0.917

300 %

14.412

13

15

13

0.0

0.884

400 %

10.372

9

11

9

0.0

0.867

500 %

20.042

15

17

15

0.0

0.846