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Mixture Optimization by the CARSO Procedure and DCM Strategies

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http://www.scirp.org/journal/PaperInformation.aspx?PaperID=51263#.VGGfFmfHRK0

The paper illustrates a new way of using the CARSO procedure for response surfaces analyses derived from innovative experimental designs in multivariate spaces, based on Double Circulant Matrices (DCMs). We report a case study regarding a design based on a DCM for 4 variables. The final response surface model is obtained by the formerly developed CARSO method.
Cite this paper
Clementi, S. , Fernandi, M. , Decastri, D. and Bazzurri, M. (2014) Mixture Optimization by the CARSO Procedure and DCM Strategies. Applied Mathematics, 5, 3026-3039. doi: 10.4236/am.2014.519290.
 

[1] Clementi, S., Fernandi, M., Baroni, M., Decastri, D., Randazzo, G.M. and Scialpi, F. (2012) MAURO: A Novel Strategy for Optimizing Mixture Properties. Applied Mathematics, 3, 1260-1264.
http://dx.doi.org/10.4236/am.2012.330182
[2] Box, G.E., Hunter, W.G. and Hunter, J.S. (1978) Statistics for Experimenters. Wiley, New York.
[3] Carlson, R. (1992) Design and Optimization in Organic Synthesis. Elsevier, Amsterdam.
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[5] Clementi, S., Cruciani, G., Curti, G. and Skagerberg, B. (1989) PLS Response Surface Optimization: The CARSO Procedure. Journal of Chemometrics, 3, 499-509.
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[6] Cruciani, G., Clementi, S., Pitea, D., Lasagni, M. and Todeschini, R. (1991) A Chemometric Approach for Evaluating the Efficiency of a Pilot Plant for MSW Combustion. Chemosphere, 23, 1407-1416.
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[7] Baroni, M., Clementi, S., Cruciani, G., Kettaneh-Wold, N. and Wold, S. (1993) D-Optimal Designs in QSAR. Quanitative Structure-Activity Relationships, 12, 225-231.
[8] Clementi, S., Cruciani, G., Pastor, M. and Lundstedt, T. (2000) Series Design in Synthetic Chemistry. In Gualtieri, F., Ed., New Trends in Synthetic Medicinal Chemistry, Vol. 7, Wiley-VCH, Weinheim, 17-37.
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[9] Baroni, M., Benedetti, P., Fraternale, S., Scialpi, F., Vix, P. and Clementi, S. (2003) The CARSO Procedure in Process Optimization. Journal of Chemometrics, 17, 9-15.
http://dx.doi.org/10.1002/cem.772                          eww141111lx
[10] Bazzurri, M. (2012) Modelli teorici per la progettazione sperimentale finalizzata alla ottimizzazione di processo e di prodotto (Theoretical Models for Experimental Design to be Used for Process and Product Optimization). Bachelor Thesis, University of Perugia, Perugia.
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