Oscillatory components in the bell-shaped curves of the product life cycle modeling tool

Product life cycle models set consisting of bell-shape trend models and five oscillating components structures was suggested. Genetic algorithm type method with ARMA model construction to allocate frequencies was submitted to model parameters identification. The examples of oil, gas and coal mining real samples modeling and forecasting with all proposed models were considered.

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Year of publication:	2014
Authors:	Semenychev, Valery ; Kurkin, Eugene ; Semenychev, Eugene ; Danilova, Anastasia
Published in:	Applied Econometrics. - Publishing House "SINERGIA PRESS". - Vol. 33.2014, 1, p. 111-123
Publisher:	Publishing House "SINERGIA PRESS"
Subject:	product life cycle \| bell-shape trend \| oscillating component \| genetic algorithm \| ARMA model \| oil \| gas \| coal \| mining

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Extent:	application/pdf
Type of publication:	Article
Classification:	C22 - Time-Series Models ; D91 - Intertemporal Consumer Choice; Life Cycle Models and Saving ; L71 - Mining, Extraction, and Refining: Hydrocarbon Fuels
Source:	RePEc - Research Papers in Economics

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