AIDA-CMK [electronic resource] : multi-algorithm optimization kernel applied to analog IC sizing / Ricardo Lourenço, Nuno Lourenço, Nuno Horta.
Lourenço, Ricardo, author.; Lourenço, Nuno, author.; Horta, Nuno C. G., author.
2015
TK7874
Available Online

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Title AIDA-CMK [electronic resource] : multi-algorithm optimization kernel applied to analog IC sizing / Ricardo Lourenço, Nuno Lourenço, Nuno Horta.
Author Lourenço, Ricardo, author.
ISBN 9783319159553 electronic book
3319159550 electronic book
9783319159546
DOI https://doi.org/10.1007/978-3-319-15955-3
Published Cham : Springer, [2015]
Copyright ©2015
Language English
Description 1 online resource (xi, 64 pages) : illustrations.
Item Number 10.1007/978-3-319-15955-3 doi
Call Number TK7874
Dewey Decimal Classification 621.3815
Summary This work addresses the research and development of an innovative optimization kernel applied to analog integrated circuit (IC) design. Particularly, this works describes the modifications inside the AIDA Framework, an electronic design automation framework fully developed by at the Integrated Circuits Group-LX of the Instituto de Telecomunica©ʹ©æes, Lisbon. It focusses on AIDA-CMK, by enhancing AIDA-C, which is the circuit optimizer component of AIDA, with a new multi-objective multi-constraint optimization module that constructs a base for multiple algorithm implementations. The proposed solution implements three approaches to multi-objective multi-constraint optimization, namely, an evolutionary approach with NSGAII, a swarm intelligence approach with MOPSO and stochastic hill climbing approach with MOSA. Moreover, the implemented structure allows the easy hybridization between kernels transforming the previous simple NSGAII optimization module into a more evolved and versatile module supporting multiple single and multi-kernel algorithms.The three multi-objective optimization approaches were validated with CEC2009 benchmarks to constrained multi-objective optimization and tested with real analog IC design problems. The achieved results were compared in terms of performance, using statistical results obtained from multiple independent runs. Finally, some hybrid approaches were also experimented, giving a foretaste to a wide range of opportunities to explore in future work.
Bibliography, etc. Note Includes bibliographical references.
Access Note Access limited to authorized users.
Source of Description Online resource; title from PDF title page (SpringerLink, viewed February 25, 2015).
Added Author Lourenço, Nuno, author.
Horta, Nuno C. G., author.
Series SpringerBriefs in applied sciences and technology. Computational intelligence.
Available in Other Form Print version: 9783319159546
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Introduction
Previous works on automated analog IC sizing
AIDA-CMK: AIDA-C with MOO framework
Multi-objective framework implementation
Kernel validation using CEC2009 benchmarks
Results for analog IC design
Conclusion and Future work.

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