Research Article

Improved Gradient-Based Optimizer for Modelling Thermal and Hydropower Plants

Table 12

Optimized parameters and SAE of model 7.

UnitOptimized parameters using IGBOSAE (kg/h)
e0e1e2e3e4TLBO [26]WOA [28]GBOIGBO
MinMaxSTD

183.0081−1.01420.00880.65510.28461.299216E − 52.82826E − 35.68434E − 146.01262E − 149.39957E − 16
251.2513−0.61130.0160.29650.0190.8792841E − 51.65027E − 52.60175E − 62.76326E − 64.55214E − 8
361.6652−1.4260.01120.4540.02061.4940931.1E − 44.85102E − 32.46675E − 52.72523E − 56.99256E − 7
449.2043−0.73690.00880.51840.01770.823339.95E − 68.40092E − 65.987E − 66.4452E − 61.26104E − 7
539.9759−0.80780.01310.48950.02040.6763729E − 51.46309E − 57.03012E − 67.68109E − 61.91461E − 7