The Resource AIDA-CMK: Multi-Algorithm Optimization Kernel Applied to Analog IC Sizing, by Ricardo Lourenço, Nuno Lourenço, Nuno Horta, (electronic resource)

AIDA-CMK: Multi-Algorithm Optimization Kernel Applied to Analog IC Sizing, by Ricardo Lourenço, Nuno Lourenço, Nuno Horta, (electronic resource)

Label
AIDA-CMK: Multi-Algorithm Optimization Kernel Applied to Analog IC Sizing
Title
AIDA-CMK: Multi-Algorithm Optimization Kernel Applied to Analog IC Sizing
Statement of responsibility
by Ricardo Lourenço, Nuno Lourenço, Nuno Horta
Creator
Contributor
Author
Provider
Subject
Language
eng
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 Telecomunicações, 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
Member of
http://library.link/vocab/creatorName
Lourenço, Ricardo
Image bit depth
0
LC call number
TK7888.4
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
  • Lourenço, Nuno.
  • Horta, Nuno.
  • SpringerLink
Series statement
SpringerBriefs in Applied Sciences and Technology,
http://library.link/vocab/subjectName
  • Engineering
  • Computer aided design
  • Systems engineering
  • Engineering
  • Circuits and Systems
  • Computer-Aided Engineering (CAD, CAE) and Design
  • Computational Intelligence
Label
AIDA-CMK: Multi-Algorithm Optimization Kernel Applied to Analog IC Sizing, by Ricardo Lourenço, Nuno Lourenço, Nuno Horta, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
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
Dimensions
unknown
Extent
XI, 64 p. 35 illus., 5 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783319159553
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-15955-3
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-15955-3
Label
AIDA-CMK: Multi-Algorithm Optimization Kernel Applied to Analog IC Sizing, by Ricardo Lourenço, Nuno Lourenço, Nuno Horta, (electronic resource)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
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
Dimensions
unknown
Extent
XI, 64 p. 35 illus., 5 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783319159553
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-15955-3
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-15955-3

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