DOI: 10.1002/cem.1180030307. PLS response surface optimization: The CARSO procedure

PLS response surface optimization: The CARSO procedure

10.1002/cem.1180030307

Crossref journal-article

Wiley

Journal of Chemometrics (311)

Abstract

AbstractThe paper presents a procedure to obtain response surfaces with non‐designed data. The method is based on PLS modelling of the expanded X‐matrix followed by transformation of the PLS loadings into polynomial coefficients and detection of the co‐ordinates of the best response within the experimental domain. The results are presented both graphically and numerically. The procedure is validated on an optimization study of the yield of an organic reaction.

Bibliography

Clementi, S., Cruciani, G., Curti, G., & Skagerberg, B. (1989). PLS response surface optimization: The CARSO procedure. Journal of Chemometrics, 3(3), 499â509. Portico.

Authors 4

Sergio Clementi (first)
Gabriele Cruciani (additional)
Gianluca Curti (additional)
Bert Skagerberg (additional)

References 20 Referenced 48

{'key': 'e_1_2_1_2_2', 'volume-title': 'Statistics for Experimenters', 'author': 'Box G. E. P.', 'year': '1978'} / Statistics for Experimenters by Box G. E. P. (1978)
{'key': 'e_1_2_1_3_2', 'volume-title': 'Experimental Design: A Chemometric Approach', 'author': 'Deming S. N.', 'year': '1987'} / Experimental Design: A Chemometric Approach by Deming S. N. (1987)
{'key': 'e_1_2_1_4_2', 'volume-title': 'Multivariate Analysis', 'author': 'Mardia K. V.', 'year': '1979'} / Multivariate Analysis by Mardia K. V. (1979)
{'key': 'e_1_2_1_5_2', 'first-page': '53', 'volume': '37', 'author': 'Hellberg S.', 'year': '1987', 'journal-title': 'Acta Pharm. Jugosl'} / Acta Pharm. Jugosl by Hellberg S. (1987)
B.Skagerberg D.Bonelli S.Clementi G.CrucianiandC.Ebert Quant. Struct. Act. Relat.in press (1989).
M. L.Tosato L.Viganò B.SkagerbergandS.Clementi Environ. Sci. Technol. submitted (1988).
{'key': 'e_1_2_1_8_2', 'volume-title': 'Methods for Statistical Data Analysis of Multivariate Observation', 'author': 'Gnanadesikan R.', 'year': '1977'} / Methods for Statistical Data Analysis of Multivariate Observation by Gnanadesikan R. (1977)
10.1007/978-94-017-1026-8_2
{'key': 'e_1_2_1_10_2', 'first-page': '147', 'volume-title': 'Food Research and Data Analysis', 'author': 'Wold S.', 'year': '1983'} / Food Research and Data Analysis by Wold S. (1983)
S.Wold Private communication to S. C. and B. S.
{'key': 'e_1_2_1_12_2', 'volume-title': 'Problems in Mathematical Analysis', 'author': 'Demidovich B.', 'year': '1973'} / Problems in Mathematical Analysis by Demidovich B. (1973)
{'key': 'e_1_2_1_13_2', 'volume-title': 'SIMCA 3‐B Manual', 'author': 'Wold S.', 'year': '1983'} / SIMCA 3‐B Manual by Wold S. (1983)
{'key': 'e_1_2_1_14_2', 'first-page': '49', 'volume': '6', 'author': 'Clementi S.', 'year': '1988', 'journal-title': 'Chim. Oggi'} / Chim. Oggi by Clementi S. (1988)
M.Bertuccioli S.Clementi G.Cruciani G.GiuliettiandI.Rosi Food Qual. Pref. submitted (1988).
{'key': 'e_1_2_1_16_2', 'first-page': '239', 'volume-title': 'Flavour Science and Technology', 'author': 'Rosi I.', 'year': '1987'} / Flavour Science and Technology by Rosi I. (1987)
S.Clementi G.Cruciani D.CesareoandM. L.Tosato Chim. Oggi in press (1989).
{'key': 'e_1_2_1_18_2', 'first-page': '41', 'volume': '3', 'author': 'Tosato M. L.', 'year': '1988', 'journal-title': 'Chim. Oggi'} / Chim. Oggi by Tosato M. L. (1988)
{'key': 'e_1_2_1_19_2', 'first-page': '55', 'volume': '4', 'author': 'Tosato M. L.', 'year': '1988', 'journal-title': 'Chim. Oggi'} / Chim. Oggi by Tosato M. L. (1988)
N.Barbagianni D.Bonelli D.Cesareo S.Clementi G.CrucianiandB.Skagerberg Proc. VII European Symp. on QSAR Interlaken Switzerland September1988 in press.
S.Wold N.KettanehandB.Skagerberg Chemometrics Intell. Lab. Syst. submitted (1988).

Dates

Type	When
Created	20 years, 3 months ago (May 28, 2005, 8:47 p.m.)
Deposited	1 year, 10 months ago (Oct. 31, 2023, 12:36 p.m.)
Indexed	3 days, 18 hours ago (Sept. 3, 2025, 6:49 a.m.)
Issued	36 years, 3 months ago (June 1, 1989)
Published	36 years, 3 months ago (June 1, 1989)
Published Online	20 years, 5 months ago (March 30, 2005)
Published Print	36 years, 3 months ago (June 1, 1989)

Funders 0

None

BibTeX

@article{Clementi_1989, title={PLS response surface optimization: The CARSO procedure}, volume={3}, ISSN={1099-128X}, url={http://dx.doi.org/10.1002/cem.1180030307}, DOI={10.1002/cem.1180030307}, number={3}, journal={Journal of Chemometrics}, publisher={Wiley}, author={Clementi, Sergio and Cruciani, Gabriele and Curti, Gianluca and Skagerberg, Bert}, year={1989}, month=jun, pages={499–509} }

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