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基于广义“灰度不减”公理的区间灰数预测模型
引用本文:叶璟,党耀国,丁松.基于广义“灰度不减”公理的区间灰数预测模型[J].控制与决策,2016,31(10):1831-1836.
作者姓名:叶璟  党耀国  丁松
作者单位:南京航空航天大学经济与管理学院,南京210016.
基金项目:

国家自然科学基金项目(71071077, 71371098, 71503103);江苏高校哲学社会科学重点研究基地重大项目(2012JDXM005);江苏省普通高校研究生科研创新计划项目(KYZZ15 0095);中央高校基本科研业务费专项资金项目.

摘    要:

区间灰数是灰色预测的基本研究对象之一, 针对其中蕴含的灰度信息, 在充分挖掘和拓展“灰度不减”公理的基础上, 建立基于广义“灰度不减”公理的区间灰数预测模型. 通过准灰度因子对区间灰数上下界进行灰度最大化处理, 保证建模过程中的灰度不减, 并根据区间灰数序列灰度走势得到的灰度因子进一步修正模型, 提高预测的可靠性. 最后通过实例验证了模型的有效性和实用性.



关 键 词:

灰色系统理论|预测模型|区间灰数|灰度

收稿时间:2015/10/20 0:00:00
修稿时间:2015/12/31 0:00:00

Grey prediction model of interval grey numbers based on axiom of generalized non-decrease grey degree
YE Jing DANG Yao-guo DING Song.Grey prediction model of interval grey numbers based on axiom of generalized non-decrease grey degree[J].Control and Decision,2016,31(10):1831-1836.
Authors:YE Jing DANG Yao-guo DING Song
Abstract:

The sequence of interval grey numbers is a kind of basic research objects of grey prediction. Based on grey degree information contained in the interval grey numbers, a grey model of interval grey numbers based on the axiom of generalized non-decrease grey degree is established by fully excavating and expanding the connotation of non-decrease grey degree axiom. To be specific, the upper and lower bounds of interval grey numbers are unifiedly processed by using the quasi grey factor to maximize each interval grey number’s grey degree, which can ensure the fulfillment of the axiom of “non-decrease grey degree”in the subsequent modeling process. Then, according to the trend of grey degree sequence of interval grey numbers, the grey prediction model of grey degree sequence is predicted to obtain grey factor which can correct the reliability of the previous model deeply. Finally, the effectiveness and practicability of the proposed model are verified by empirical results.

Keywords:

grey system theory|prediction model|interval grey number|grey degree

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