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High Dimensional Model Representations Generated from Low Dimensional Data Samples. I. mp-Cut-HDMR

✍ Scribed by Genyuan Li; Sheng-Wei Wang; Carey Rosenthal; Herschel Rabitz

Book ID
110319720
Publisher
Springer
Year
2001
Tongue
English
Weight
254 KB
Volume
30
Category
Article
ISSN
0259-9791

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High-dimensional model representations generated from low order terms—lp-RS-HDMR
✍ Genyuan Li; Maxim Artamonov; Herschel Rabitz; Sheng-wei Wang; Panos G. Georgopou 📂 Article 📅 2003 🏛 John Wiley and Sons 🌐 English ⚖ 132 KB

## Abstract High‐dimensional model representation (HDMR) is a general set of quantitative model assessment and analysis tools for improving the efficiency of deducing high dimensional input–output system behavior. RS‐HDMR is a particular form of HDMR based on random sampling (RS) of the input varia