Modeling of Energy Demand in the Greenhouse Using PSO-GA Hybrid Algorithms

Table 1

The parameters in the greenhouse model and the HPSO-GA.

Parameters	Symbol	Value
Volume	/m^3	9958.4
Glass transmissivity		0.86
Sky emissivity		0.90
Glass emissivity		0.90
Air density	/kgm^−3	1.2
Specific heat	/Jkg^−1K^−1	1008
The size of the populations	4	20
Dimension of the vector		3
Positive constant learning rates	and	1.4995
Crossover probability		0.1
Mutation probability		0.01
Resolution ratio		10
Evolution generation	max_	200
Setting minimum value Rmse	Min_	240000