Multifactor modelling system with cloud based pre-processing

Abstract

In this paper a practical multifactor modelling system is described implementing heuristic searching of polynomial formula that describe an unpredictable time series by a set of predictable series. The data needed for the calculations are pre-processed by a cloud computing system to fill the missing values. The features and problems of both pre-processing and formula searching systems are presented and analyzed.