期刊
JOURNAL OF CHEMOMETRICS
卷 32, 期 11, 页码 -出版社
WILEY
DOI: 10.1002/cem.3020
关键词
chemistry and chemical engineering; chemometrics; discrepancy; experimental design; optimization
类别
资金
- National Natural Science Foundation of China [11271374]
Experimental designs and modeling are very important in chemometrics and chemical engineering. There are many kinds of experimental designs, which include the fractional factorial design (including the orthogonal design), the optimal regression design, and the uniform design. The uniform experimental design can be regarded as a fractional factorial design with model uncertainty, a space filling design for computer experiments, a robust design against model specification, and a supersaturated design. This paper gives a brief introduction to the recent theoretical developments on uniform experimental design as well as its applications in chemometrics.
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