Yield Optimization in Electronic Circuits Design

Autor:	Angelo Ciccazzo, Vittorio Latorre, Gianni Di Pillo
Rok vydání:	2016
Předmět:	Support vector machine Commercial software Computer science law Black box Derivative-free optimization Electronic engineering Production (economics) Integrated circuit Electronics law.invention Electronic circuit
Zdroj:	Mathematics in Industry ISBN: 9783319234120
DOI:	10.1007/978-3-319-23413-7_60
Popis:	In this work we propose an approach that combines a Support Vector learning Machine with a Derivative-Free black box optimization algorithm in order to maximize the yield in the production of electronic circuits. This approach is tested on a circuit provided by ST-Microelectronics, to be employed in consumer electronics. The results of the approach are compared with the results of WiCkeD, a commercial software largely used for integrated circuits analysis.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::d74ddaf2f481eb80b531c6cd87da7e0d https://doi.org/10.1007/978-3-319-23413-7_60 Zobrazit plný text záznamu