Research Article

Implementation of Genetic Algorithm Integrated with the Deep Neural Network for Estimating at Completion Simulation

Table 7

The input combination attributes used to determine the value of the EAC using the GA-SVR model.

Number of inputsModelsType of input variablesā€‰

2Model 1CV, CCIEAC
3Model 2CV, subcontractor billed index, change order indexEAC
4Model 3CV, CPI, owner billed index, CCIEAC
5Model 4CV, subcontractor billed index, owner billed index, change order index, CCIEAC
6Model 5CV, CPI, SPI, subcontractor billed index, change order index, CCIEAC
7Model 6CV, SV, CPI, SPI, change order index, CCI, climate effect indexEAC
8Model 7CV, SV, CPI, SPI, subcontractor billed index, owner billed index, change order index, climate effect indexEAC