Addressing state space multicollinearity in solving an ozone pollution dynamic control problem

•State space multicollinearity in approximate dynamic programming is described.•The negative impact of ignoring state space multicollinearity is illustrated.•One approach to address multicollinearity seeks low variance inflation factors.•A second approach to address multicollinearity conducts orthog...

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Bibliographic Details

Published in:	European journal of operational research Vol. 289; no. 2; pp. 683 - 695
Main Authors:	Ariyajunya, Bancha, Chen, Ying, Chen, Victoria C.P., Kim, Seoung Bum, Rosenberger, Jay
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.03.2021
Subjects:	Approximate dynamic programming Computer experiments Multicollinearity Ozone pollution Statistical modeling Computer experiments Approximate dynamic programming Statistical modeling Ozone pollution Multicollinearity
ISSN:	0377-2217, 1872-6860
Online Access:	Get full text
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