Research Article

Time Series Analysis of Production Decline in Carbonate Reservoirs with Machine Learning

Table 1

Experimental parameters of EP-GEP.

ParameterValueParameterValue

Population size50Length of head8
Gene number5Mutation rate0.00546
Recombination rate0.00277One-point recombination rate0.00277
Two-point recombination rate0.00277Transposition rate0.00277
Root insertion sequence (RIS) transposition rate0.00546Insertion sequence (IS) transposition rate0.00546
Link functionAvg2Fitness functionRMSE