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

Table 3

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

Number of inputs	Models	Input variables
2	Model 1	CV, SV	EAC
3	Model 2	CV, SV, CPI	EAC
4	Model 3	CV, SV, CPI, subcontractor billed index	EAC
5	Model 4	CV, SV, SPI, owner billed index, CCI	EAC
6	Model 5	CV, SV, CPI, SPI, change order index, CCI	EAC
7	Model 6	CV, SV, CPI, SPI, subcontractor billed index, owner billed index, CCI	EAC
8	Model 7	CV, SV, CPI, SPI, subcontractor billed index, owner billed index, change order index, climate effect index	EAC