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Authors: Masanori Natsui and Yoshiaki Tadokorot

Affiliation: Toyohashi University of Technology, Japan

Keyword(s): Evolutionary computation, Circuit synthesis, Analog circuits, Genetic algorithms, Principal component analysis.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Computational Intelligence ; Evolutionary Computation and Control ; Evolutionary Computing ; Genetic Algorithms ; Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Optimization Algorithms ; Soft Computing

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.

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Paper citation in several formats:
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; ISSN 2184-2809, SciTePress, pages 193-199. DOI: 10.5220/0001492301930199

@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},
issn={2184-2809},
}

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
IS - 2184-2809
AU - Natsui, M.
AU - Tadokorot, Y.
PY - 2008
SP - 193
EP - 199
DO - 10.5220/0001492301930199
PB - SciTePress

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