Title
A fitting approach to generate symbolic expressions for linear and nonlinear analog circuit performance characteristics A fitting approach to generate symbolic expressions for linear and nonlinear analog circuit performance characteristics
Author
Faculty/Department
Faculty of Applied Engineering Sciences
Publication type
conferenceObject
Publication
Los alamitos :Ieee computer soc, [*]
Subject
Computer. Automation
Source (book)
Proceedings of Design, Automation, and Test in Europe (DATE 2002) : conference and exhibition, March 4-8, 2002, Paris, France
ISSN
1530-1591
ISBN
0-7695-1472-3
ISI
000176953300043
Carrier
E
Target language
English (eng)
Full text (Publishers DOI)
Abstract
This paper presents a novel method to automatically generate symbolic expressions for both linear and nonlinear circuit characteristics using a template-based fitting of numerical, simulated data. The aim of the method is to generate convex, interpretable expressions. The posynomiality of the generated expressions enables the use of efficient geometric programming techniques when using these expressions for circuit sizing and optimization. Attention is paid to estimating the relative 'goodness-of-fit' of the generated expressions. Experimental results illustrate the capabilities of the approach.
E-info
http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000176953300043&DestLinkType=RelatedRecords&DestApp=ALL_WOS&UsrCustomerID=ef845e08c439e550330acc77c7d2d848
http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000176953300043&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=ef845e08c439e550330acc77c7d2d848
http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000176953300043&DestLinkType=CitingArticles&DestApp=ALL_WOS&UsrCustomerID=ef845e08c439e550330acc77c7d2d848