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Equivalency and unbiasedness of grey prediction models
  • ISSN号:1004-4132
  • 期刊名称:《系统工程与电子技术:英文版》
  • 时间:0
  • 分类:TP18[自动化与计算机技术—控制科学与工程;自动化与计算机技术—控制理论与控制工程] N94[自然科学总论—系统科学]
  • 作者机构:[1]College of Business Planning, Chongqing Technology and Business University, Chongqing 400067, China, [2]School of Management and Economics, University of Electronic Science and Technology, Chengdu 611731, China, [3]Chongqing Key Laboratory of Manufacturing Equipment Mechanism Design and Control, Chongqing 400067, China, [4]School of Electrical & Information Engineering, University of Sydney, Sydney 2006, Australia, [5]College of Mathematics & Statistics, Chongqing Technology and Business University, Chongqing 400067, China
  • 相关基金:supported by the National Natural Science Foundation of China(11471059;51375517;71271226); the China Postdoctoral Science Foundation Funded Project(2014M560712); Chongqing Frontier and Applied Basic Research Project(cstc2014jcyj A00024); the Ministry of Education of Humanities and Social Sciences Youth Foundation(14YJAZH033); the Chongqing Municipal Education Scientific Planning Project(2012-GX-142); the Higher School Teaching Reform Research Project in Chongqing(1202010)
中文摘要:

In order to deeply research the structure discrepancy and modeling mechanism among different grey prediction models, the equivalence and unbiasedness of grey prediction models are analyzed and verified. The results show that all the grey prediction models that are strictly derived from x(0)(k) +az(1)(k) = b have the identical model structure and simulation precision. Moreover, the unbiased simulation for the homogeneous exponential sequence can be accomplished. However, the models derived from dx(1)/dt + ax(1)= b are only close to those derived from x(0)(k) + az(1)(k) = b provided that |a| has to satisfy|a| < 0.1; neither could the unbiased simulation for the homogeneous exponential sequence be achieved. The above conclusions are proved and verified through some theorems and examples.

英文摘要:

In order to deeply research the structure discrepancy and modeling mechanism among different grey prediction models, the equivalence and unbiasedness of grey prediction models are analyzed and verified. The results show that all the grey prediction models that are strictly derived from x^(0)(k) +az^(1)(k) = b have the identical model structure and simulation precision. Moreover, the unbiased simulation for the homogeneous exponential sequence can be accomplished. However, the models derived from dx^(1)/dt + ax^(1)= b are only close to those derived from x^(0)(k) + az^(1)(k) = b provided that |a| has to satisfy|a| 0.1; neither could the unbiased simulation for the homogeneous exponential sequence be achieved. The above conclusions are proved and verified through some theorems and examples.

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期刊信息
  • 《系统工程与电子技术:英文版》
  • 主管单位:中国航天机电集团
  • 主办单位:中国航天工业总公司二院
  • 主编:高淑霞
  • 地址:北京海淀区永定路52号
  • 邮编:100854
  • 邮箱:jseeoffice@126.com
  • 电话:010-68388406 68386014
  • 国际标准刊号:ISSN:1004-4132
  • 国内统一刊号:ISSN:11-3018/N
  • 邮发代号:82-270
  • 获奖情况:
  • 航天系统优秀期刊奖,美国工程索引(EI)和英国科学文摘(SA)收录
  • 国内外数据库收录:
  • 荷兰文摘与引文数据库,美国工程索引,美国剑桥科学文摘,美国科学引文索引(扩展库),英国科学文摘数据库
  • 被引量:242