Table 8 Comparison of different optimizers.

From: Legendre based neural networks integrated with heuristic algorithms for the analysis of Lorenz chaotic model: an intelligent and comparative study

 

Scenario 1

Scenario 2

Scenario 3

Algorithm

Fitness values

MSE

Fitness values

MSE

Fitness values

MSE

FA

8.11E-05

2.22E-07

1.32E-05

4.34E-07

3.54E-05

6.76E-07

AOA

2.23E-05

3.23E-07

3.54E-05

5.53E-07

4.37E-05

3.78E-07

PSO

4.01E-05

6.56E-07

7.27E-05

6.78E-07

3.34E-05

8.13E-07

WCA

1.14E-05

7.64E-07

6.97E-05

5.45E-07

1.22E-05

6.49E-07

GA

2.23E-05

8.76E-07

7.63E-05

8.98E-07

5.54E-05

6.09E-07

ABC

2.82E-05

5.45E-07

3.15E-05

3.34E-07

3.45E-05

2.05E-07

FA-AOA

1.01E-06

2.12E-09

1.67E-06

2.43E-09

3.69E-06

1.90E-09

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