Accession Number:

ADA413449

Title:

A High Efficiency Algorithm for Combinatorial Synthesis: Maximum Utilization of Minimal Libraries

Descriptive Note:

Final rept. 1 May 2000-31 Oct 2002

Corporate Author:

PRINCETON UNIV NJ DEPT OF CHEMISTRY

Personal Author(s):

Report Date:

2003-01-15

Pagination or Media Count:

6.0

Abstract:

This research addressed the common mathematical characteristics of a broad variety of science and engineering applications having large numbers of input variables for exploration. A family of High Dimensional Model Representation HDMR techniques was developed to provide efficient and accurate input-output maps for such problems. HDMR operates by breaking down the original high dimensional map into a hierarchy of interrelated lower dimensional components. The mathematical and numerical foundations of HDMR were developed along with demonstrations of its capabilities in selected chemistry, physics, and engineering applications.

Subject Categories:

  • Theoretical Mathematics

Distribution Statement:

APPROVED FOR PUBLIC RELEASE