| PLS RESPONSE SURFACE OPTIMIZATION:THE CARSO PROCEDURE |
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| 引用本文： | SERGIO CLEMENTI,GABRIELE CRUCIANI,GIANLUCA CURTI,BERT SKAGERBERG. PLS RESPONSE SURFACE OPTIMIZATION:THE CARSO PROCEDURE[J]. 地理学报(英文版), 1989, 0(2) |
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| 作者姓名： | SERGIO CLEMENTI GABRIELE CRUCIANI GIANLUCA CURTI BERT SKAGERBERG |
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| 作者单位： | Dipartimento di Chimica Universita di Perugia，via Kite di sotto 10，I-06100 Perugia，Italy，Dipartimento di Chimica，Universita di Perugia，via Kite di sotto 10，I-06100 Perugia，Italy，Dipartimento di Chimica，Universita di Perugia，via Kite di sotto 10，I-06100 Perugia，Italy，Dipartimento di Chimica，Universita di Perugia，via Kite di sotto 10，I-06100 Perugia，Italy |
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| 摘 要： | The paper presents a procedure to obtain response surfaces with non-designed data.The method is basedon PLS modelling of the expanded X-matrix followed by transformation of the PLS loadings intopolynomial coefficients and detection of the co-ordinates of the best response within the experimentaldomain.The results are presented both graphically and numerically.The procedure is validated on anoptimization study of the yield of an organic reaction.
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PLS RESPONSE SURFACE OPTIMIZATION:THE CARSO PROCEDURE |
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| SERGIO CLEMENTI GABRIELE CRUCIANI GIANLUCA CURTI BERT SKAGERBERG Dipartimento di Chimic,Universita di Perugi,via Kite di sotto,I- Perugi,Italy. PLS RESPONSE SURFACE OPTIMIZATION:THE CARSO PROCEDURE[J]. Journal of Geographical Sciences, 1989, 0(2) |
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| Authors: | SERGIO CLEMENTI GABRIELE CRUCIANI GIANLUCA CURTI BERT SKAGERBERG Dipartimento di Chimic Universita di Perugi via Kite di sotto I- Perugi Italy |
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| Affiliation: | SERGIO CLEMENTI GABRIELE CRUCIANI GIANLUCA CURTI BERT SKAGERBERG~ Dipartimento di Chimic,Universita di Perugi,via Kite di sotto,I- Perugi,Italy |
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| Abstract: | The 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. |
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| Keywords: | Optimization Response surface PLS |
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