Combined Forecasting Model of Cloud Computing Resources Based on Improved Encompassing Tests and IOWA Operator

Provided by: Binary Information Press
Topic: Cloud
Format: PDF
To solve the problems that the encompassing tests have the features of enormous computation and low accuracy, an improved encompassing tests method is proposed, and is applied to the combined forecasting of cloud computing resources. According to the idea of stepwise processing encompassing tests by the relative merits of each model and the combined forecasting model based on induced ordered weighted averaging operator, which forms the improved encompassing tests method. The simulation results show that the improved encompassing tests method can not only increase the calculation efficiency but also improve the performance of the combined forecasting for cloud computing resources.

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