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GM(1,1) Grey Forecasting/Evidence
Method evidence record

GM(1,1) Grey Forecasting

GM(1,1) is the core forecasting model of grey system theory, introduced by Julong Deng in 1982, designed to predict from very few observations and incomplete information — situations where classical time-series models like ARIMA need far more data. It accumulates the raw series to expose a hidden exponential trend, fits a first-order grey differential equation, and projects future values, making it popular in engineering, energy, and management forecasting with short data records.

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Source record

Citations copied verbatim from the method’s source record. No claim-level verification is inferred from them.

Grey Model GM(1,1) Forecasting
Taxonomic method record · regression-model / soft-computing
  • Deng, J. L. (1982). Control problems of grey systems. Systems & Control Letters, 1(5), 288–294. · DOI 10.1016/S0167-6911(82)80025-X
  • Liu, S., & Lin, Y. (2010). Grey Systems: Theory and Applications. Springer. · ISBN 978-3-642-13937-6
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Curated claims

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Related methods

Generated from the method graph and shown as machine-suggested relations — no evidence claim is inferred.

Same method familyARIMAmachine-suggested · Relational suggestion, not evidence.Used in the same domainCase-Based Reasoningmachine-suggested · Relational suggestion, not evidence.

Evidence status

Sources recorded, not reviewed

Bibliographic sources are present. Claim-level evidence review has not been performed.

Sources

2 recorded citations, copied from the method source record.

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