AIDA-CMK [electronic resource] : multi-algorithm optimization kernel applied to analog IC sizing / Ricardo Lourenço, Nuno Lourenço, Nuno Horta.
2015
TK7874
Linked e-resources
Linked Resource
Online Access
Concurrent users
Unlimited
Authorized users
Authorized users
Document Delivery Supplied
Can lend chapters, not whole ebooks
Details
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
3319159550 electronic book
9783319159546
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.
Horta, Nuno C. G., author.
Series
SpringerBriefs in applied sciences and technology. Computational intelligence.
Available in Other Form
Print version: 9783319159546
Linked Resources
Online Access
Record Appears in
Online Resources > Ebooks
All Resources
All Resources
Table of Contents
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.
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.