Analog circuits optimization based on evolutionary computation techniques

被引：69

作者：

Barros, Manuel ^{[1
,2
,3
]}

Guilherme, Jorge ^{[1
,2
]}

Horta, Nuno ^{[1
,3
]}

机构：

[1] Inst Telecomunicacoes, P-1049001 Lisbon, Portugal

[2] Escola Super Tecnol Tomar, P-1049001 Lisbon, Portugal

[3] Univ Tecn Lisboa, Inst Super Tecn, P-1049001 Lisbon, Portugal

来源：

INTEGRATION-THE VLSI JOURNAL | 2010年 / 43卷 / 01期

关键词：

Design automation; Analog integrated circuit synthesis; Evolutionary optimization; Learning strategies; DESIGN; FRAMEWORK; CMOS; TOOL;

D O I：

10.1016/j.vlsi.2009.09.001

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

080201 [机械制造及其自动化];

摘要：

This paper presents a new design automation tool, based on a modified genetic algorithm kernel, in order to improve efficiency on the analog IC design cycle. The proposed approach combines a robust optimization with corner analysis, machine learning techniques and distributed processing capability able to deal with multi-objective and constrained optimization problems. The resulting optimization tool and the improvement in design productivity is demonstrated for the design of CMOS operational amplifiers. (C) 2009 Elsevier B.V. All rights reserved.

引用

页码：136 / 155

页数：20

共 73 条

[1]

An evolutionary approach to automatic synthesis of high-performance analog integrated circuits [J].

Alpaydin, G ;

Balkir, S ;

Dündar, G .

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2003, 7 (03) :240-252

[2]

[Anonymous], P IEEE INT C COMP AI

[3]

[Anonymous], The message passing interface MPI standard

[4]

ARCHGEN - AUTOMATED SYNTHESIS OF ANALOG SYSTEMS [J].

ANTAO, BAA ;

BRODERSEN, AJ .

IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 1995, 3 (02) :231-244

[5]

Back T., 1997, IEEE Transactions on Evolutionary Computation, V1, P3, DOI 10.1109/4235.585888

[6]

Back T., 1997, HDB EVOLUTIONARY COM

[7]

BARROS M, 2004, P DES CIRC INT SYST, P20

[8]

BARROS M, 2007, P 17 ACM GREAT LAK S, P469

[9]

Beenker G., 1993, Analog Circuit Design, P347

[10]

Boardman M, 2006, IEEE IJCNN, P610

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