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
Author
Subject
Language
  • eng
  • 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
Dewey number
519.6
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
  • YOKO2aXAy2Y
  • SWbobBQKUIc
  • PwNCW34JN64
Language note
English
LC call number
TK7888.4
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • Lourenço, Nuno.
  • Horta, Nuno.
Series statement
SpringerBriefs in Computational Intelligence,
http://library.link/vocab/subjectName
  • Electronic circuits
  • Computer-aided engineering
  • Computational intelligence
  • 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
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
  • cr
Content category
text
Content type code
  • txt
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
Edition
1st ed. 2015.
Extent
1 online resource (71 p.)
Form of item
online
Isbn
9783319159553
Media category
computer
Media type code
  • c
Other control number
10.1007/978-3-319-15955-3
Specific material designation
remote
System control number
  • (CKB)3710000000359158
  • (EBL)1998186
  • (OCoLC)903929899
  • (SSID)ssj0001452072
  • (PQKBManifestationID)11890635
  • (PQKBTitleCode)TC0001452072
  • (PQKBWorkID)11478366
  • (PQKB)10154787
  • (DE-He213)978-3-319-15955-3
  • (MiAaPQ)EBC1998186
  • (EXLCZ)993710000000359158
Label
AIDA-CMK: Multi-Algorithm Optimization Kernel Applied to Analog IC Sizing, by Ricardo Lourenço, Nuno Lourenço, Nuno Horta, (electronic resource)
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
  • cr
Content category
text
Content type code
  • txt
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
Edition
1st ed. 2015.
Extent
1 online resource (71 p.)
Form of item
online
Isbn
9783319159553
Media category
computer
Media type code
  • c
Other control number
10.1007/978-3-319-15955-3
Specific material designation
remote
System control number
  • (CKB)3710000000359158
  • (EBL)1998186
  • (OCoLC)903929899
  • (SSID)ssj0001452072
  • (PQKBManifestationID)11890635
  • (PQKBTitleCode)TC0001452072
  • (PQKBWorkID)11478366
  • (PQKB)10154787
  • (DE-He213)978-3-319-15955-3
  • (MiAaPQ)EBC1998186
  • (EXLCZ)993710000000359158

Library Locations

  • Albert D. Cohen Management LibraryBorrow it
    181 Freedman Crescent, Winnipeg, MB, R3T 5V4, CA
    49.807878 -97.129961
  • Architecture/Fine Arts LibraryBorrow it
    84 Curry Place, Winnipeg, MB, CA
    49.807716 -97.136226
  • Archives and Special CollectionsBorrow it
    25 Chancellors Circle (Elizabeth Dafoe Library), Room 330, Winnipeg, MB, R3T 2N2, CA
    49.809961 -97.131878
  • Bibliothèque Alfred-Monnin (Université de Saint-Boniface)Borrow it
    200, avenue de la Cathédrale, Local 2110, Winnipeg, MB, R2H 0H7, CA
    49.888861 -97.119735
  • Bill Larson Library (Grace Hospital)Borrow it
    300 Booth Drive, G-227, Winnipeg, MB, R3J 3M7, CA
    49.882400 -97.276436
  • Carolyn Sifton - Helene Fuld Library (St. Boniface General Hospital)Borrow it
    409 Tache Avenue, Winnipeg, MB, R2H 2A6, CA
    49.883388 -97.126050
  • Concordia Hospital LibraryBorrow it
    1095 Concordia Avenue, Winnipeg, MB, R2K 3S8, CA
    49.913252 -97.064683
  • Donald W. Craik Engineering LibraryBorrow it
    75B Chancellors Circle (Engineering Building E3), Room 361, Winnipeg, MB, R3T 2N2, CA
    49.809053 -97.133292
  • E.K. Williams Law LibraryBorrow it
    224 Dysart Road, Winnipeg, MB, R3T 5V4, CA
    49.811829 -97.131017
  • Eckhardt-Gramatté Music LibraryBorrow it
    136 Dafoe Road (Taché Arts Complex), Room 257, Winnipeg, MB, R3T 2N2, CA
    49.807964 -97.132222
  • Elizabeth Dafoe LibraryBorrow it
    25 Chancellors Circle, Winnipeg, MB, R3T 2N2, CA
    49.809961 -97.131878
  • Fr. H. Drake Library (St. Paul's College)Borrow it
    70 Dysart Road, Winnipeg, MB, R3T 2M6, CA
    49.810605 -97.138184
  • J.W. Crane Memorial Library (Deer Lodge Centre)Borrow it
    2109 Portage Avenue, Winnipeg, MB, R3J 0L3, CA
    49.878000 -97.235520
  • Libraries Annex (not open to the public; please see web page for details)Borrow it
    25 Chancellors Circle (in the Elizabeth Dafoe Library), Winnipeg, MB, R3T 2N2, CA
    49.809961 -97.131878
  • Neil John Maclean Health Sciences LibraryBorrow it
    727 McDermot Avenue (Brodie Centre), 200 Level, Winnipeg, MB, R3E 3P5, CA
    49.903563 -97.160554
  • Sciences and Technology LibraryBorrow it
    186 Dysart Road, Winnipeg, MB, R3T 2M8, CA
    49.811526 -97.133257
  • Seven Oaks General Hospital LibraryBorrow it
    2300 McPhillips Street, Winnipeg, MB, R2V 3M3, CA
    49.955177 -97.148865
  • Sister St. Odilon Library (Misericordia Health Centre)Borrow it
    99 Cornish Avenue, Winnipeg, MB, R3C 1A2, CA
    49.879592 -97.160425
  • St. John's College LibraryBorrow it
    92 Dysart Road, Winnipeg, MB, R3T 2M5, CA
    49.811242 -97.137156
  • Victoria General Hospital LibraryBorrow it
    2340 Pembina Highway, Winnipeg, MB, R3T 2E8, CA
    49.806755 -97.152739
  • William R Newman Library (Agriculture)Borrow it
    66 Dafoe Road, Winnipeg, MB, R3T 2R3, CA
    49.806936 -97.135525
Processing Feedback ...