Application of artificial bee colony-based neural network in bottom hole pressure prediction in underbalanced drilling

► An efficient artificial bee colony (ABC) evolved neural network has been presented. ► It has improved the fitting between BHCP estimation of the model and measured values. ► The ABC parameters have been carefully designed to optimize the neural network. ► This strategy effectively combines back propagation with ABC.