Computational intelligence in time series forecasting. Theory and engineering applications

zbMath1095.62112MaRDI QIDQ2576561

Ajoy K. Palit, Dobrivoje Popović

Publication date: 13 December 2005

Published in: Advances in Industrial Control (Search for Journal in Brave)

zbMATH Keywords

fuzzy logicneural networkssoft computingbioinformaticsARIMAmulti-agent systemsARMAevolutionary computingprediction problemstime-series forecastingCARIMAfuzzy-logic-based data understandinghybrid computational intelligenceswarm engineeringtypes of time series

Mathematics Subject Classification ID

Inference from stochastic processes and prediction (62M20) Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Applications of statistics in engineering and industry; control charts (62P30) Learning and adaptive systems in artificial intelligence (68T05) Approximation methods and heuristics in mathematical programming (90C59) Research exposition (monographs, survey articles) pertaining to statistics (62-02) Reasoning under uncertainty in the context of artificial intelligence (68T37) Time series analysis of dynamical systems (37M10) Neural nets and related approaches to inference from stochastic processes (62M45)

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