Design of computer experiments for metamodel generation

被引：32

作者：

Crary, SB

机构：

[1] Palo Alto, CA 94301

来源：

ANALOG INTEGRATED CIRCUITS AND SIGNAL PROCESSING | 2002年 / 32卷 / 01期

关键词：

design of experiments; experimental design; DOE; I-optimality; I-Z-optimality; surrogate model; metamodel; WebDOE; I-OPT; information; long-range repulsion; cosmological constant;

D O I：

10.1023/A:1016063422605

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

We review the use of statistical design and analysis of computer experiments (DACE) for the generation of parsimonious, surrogate models, also known as metamodels. Such metamodels are used to replace cpu- or memory-intensive, discretized approximations that often arise in MEMS and MOEMS. Emphasis is placed on optimal designs.

引用

页码：7 / 16

页数：10

共 36 条

[1]

[Anonymous], [No title captured]

[2]

[Anonymous], 1998, THESIS GEORGIA I TEC

[3] Circuit optimization via sequential computer experiments: design of an output buffer [J].