METHODS AND SYSTEMS FOR PREDICTIVE MODELING USING A COMMITTEE OF MODELS

摘要

A method and a system for modeling prediction with a committee of models are provided to predict and optimize various kinds of parameters in various operation conditions by using the committee of the useful models and convergences. A model committee(12) is equipped with a plurality of predictive models(18) for respectively generating output based on data received from a probe(16). A computer is programmed to generate at least one predictive output based on the output of the models by converging the output of the models. Each model is a neural network-driven type data operation model. Each model is trained and validated by history operation data(20). The computer is programmed to collect the models and generate the predictive model based on collection to converge the output of the model.