To reveal the relationship between a weakening buffer operator and strengthening buffer operator, the traditional integer order buffer operator is extended to one that is fractional order. Fractional order buffer oper...To reveal the relationship between a weakening buffer operator and strengthening buffer operator, the traditional integer order buffer operator is extended to one that is fractional order. Fractional order buffer operator not only can generalize the weakening buffer operator and the strengthening buffer operator, but also results in small adjustments of the buffer effect.The effectiveness of the grey model(GM(1,1)) with the fractional order buffer operator is validated by six cases.展开更多
Studying on the buffer operator, we structure the GAWBO（Geometry Average Weakening Buffer Operator）, WAWBO（Weighed Average Weakening Buffer Operator）, WGAWBO（Weighed Geometry Average Weakening Buffer Operator） a...Studying on the buffer operator, we structure the GAWBO（Geometry Average Weakening Buffer Operator）, WAWBO（Weighed Average Weakening Buffer Operator）, WGAWBO（Weighed Geometry Average Weakening Buffer Operator） and so on, which are easy to apply and be universality. At the same time, we address their characteristics and their internal relations between these buffer operators. All this effectively resolves the questions, which often come forth in modeling forecasting of disturbed data sequence by shock wave and there are some contradictions between the quantity result and the qualitative analysis.展开更多
基金supported by the National Natural Science Foundation of China(71401051)China Postdoctoral Science Foundation(2018M630562)+1 种基金the Leverhulme Trust International Network(IN-2014-020)the Cultural and Artistic Scientific Research Project of Hebei Province(HBWY2014-Y-C031)
文摘To reveal the relationship between a weakening buffer operator and strengthening buffer operator, the traditional integer order buffer operator is extended to one that is fractional order. Fractional order buffer operator not only can generalize the weakening buffer operator and the strengthening buffer operator, but also results in small adjustments of the buffer effect.The effectiveness of the grey model(GM(1,1)) with the fractional order buffer operator is validated by six cases.
文摘Studying on the buffer operator, we structure the GAWBO（Geometry Average Weakening Buffer Operator）, WAWBO（Weighed Average Weakening Buffer Operator）, WGAWBO（Weighed Geometry Average Weakening Buffer Operator） and so on, which are easy to apply and be universality. At the same time, we address their characteristics and their internal relations between these buffer operators. All this effectively resolves the questions, which often come forth in modeling forecasting of disturbed data sequence by shock wave and there are some contradictions between the quantity result and the qualitative analysis.
