AUTOMATED SIZING OF ANALOG CIRCUITS BASED ON GENETIC ALGORITHM WITH PARAMETER ORTHOGONALIZATION PROCEDURE

Masanori Natsui, Yoshiaki Tadokorot

2008

Abstract

This paper presents a method for the automated sizing of analog circuits using genetic algorithm (GA). For the rapid and efficient exploration of GA, we introduce the idea of search space sphering and dimension reduction with principal component analysis (PCA). The potential capability of the system is demonstrated through the automated sizing of wide-swing current mirror circuit. Experimental results show that the system with PCA successfuly generates higher-performance circuits under given evaluation function on average, and the dimensionally reduction method further improves the performance of solutions.

Paper Citation

in Harvard Style

Natsui M. and Tadokorot Y. (2008). AUTOMATED SIZING OF ANALOG CIRCUITS BASED ON GENETIC ALGORITHM WITH PARAMETER ORTHOGONALIZATION PROCEDURE . In Proceedings of the Fifth International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO, ISBN 978-989-8111-30-2, pages 193-199. DOI: 10.5220/0001492301930199

in Bibtex Style

@conference{icinco08,
author={Masanori Natsui and Yoshiaki Tadokorot},
title={AUTOMATED SIZING OF ANALOG CIRCUITS BASED ON GENETIC ALGORITHM WITH PARAMETER ORTHOGONALIZATION PROCEDURE},
booktitle={Proceedings of the Fifth International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,},
year={2008},
pages={193-199},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001492301930199},
isbn={978-989-8111-30-2},
}

in EndNote Style

TY - CONF
JO - Proceedings of the Fifth International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,
TI - AUTOMATED SIZING OF ANALOG CIRCUITS BASED ON GENETIC ALGORITHM WITH PARAMETER ORTHOGONALIZATION PROCEDURE
SN - 978-989-8111-30-2
AU - Natsui M.
AU - Tadokorot Y.
PY - 2008
SP - 193
EP - 199
DO - 10.5220/0001492301930199