AIDA-CMK: Multi-algorithm optimization kernel applied to analog IC sizing:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cham [u.a.]
Springer
2015
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| Schriftenreihe: | SpringerBriefs in applied sciences and technology : Computational intelligence
|
| Schlagworte: | |
| Online-Zugang: | BHS01 BTU01 FAB01 FAW01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 Volltext Abstract Inhaltsverzeichnis |
| Beschreibung: | 1 Online-Ressource (XI, 64 p. 35 illus., 5 illus. in color) |
| ISBN: | 9783319159553 |
| DOI: | 10.1007/978-3-319-15955-3 |
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Datensatz im Suchindex
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| adam_text | AIDA-CMK: MULTI-ALGORITHM OPTIMIZATION KERNEL APPLIED TO ANALOG IC
SIZING
/ LOURENCO, RICARDO
: 2015
ABSTRACT / INHALTSTEXT
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
TELECOMUNICACOES, 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
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
AIDA-CMK: MULTI-ALGORITHM OPTIMIZATION KERNEL APPLIED TO ANALOG IC
SIZING
/ LOURENCO, RICARDO
: 2015
TABLE OF CONTENTS / INHALTSVERZEICHNIS
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
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Lourenço, Ricardo |
| author_facet | Lourenço, Ricardo |
| author_role | aut |
| author_sort | Lourenço, Ricardo |
| author_variant | r l rl |
| building | Verbundindex |
| bvnumber | BV042387229 |
| collection | ZDB-2-ENG |
| ctrlnum | (OCoLC)904399344 (DE-599)BVBBV042387229 |
| dewey-full | 621.3815 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 621 - Applied physics |
| dewey-raw | 621.3815 |
| dewey-search | 621.3815 |
| dewey-sort | 3621.3815 |
| dewey-tens | 620 - Engineering and allied operations |
| discipline | Elektrotechnik / Elektronik / Nachrichtentechnik |
| doi_str_mv | 10.1007/978-3-319-15955-3 |
| format | Electronic eBook |
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| illustrated | Not Illustrated |
| indexdate | 2025-02-20T06:51:21Z |
| institution | BVB |
| isbn | 9783319159553 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-027823189 |
| oclc_num | 904399344 |
| open_access_boolean | |
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| publisher | Springer |
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| series2 | SpringerBriefs in applied sciences and technology : Computational intelligence |
| spellingShingle | Lourenço, Ricardo AIDA-CMK: Multi-algorithm optimization kernel applied to analog IC sizing Engineering Computer aided design Systems engineering Circuits and Systems Computer-Aided Engineering (CAD, CAE) and Design Computational Intelligence Ingenieurwissenschaften |
| title | AIDA-CMK: Multi-algorithm optimization kernel applied to analog IC sizing |
| title_auth | AIDA-CMK: Multi-algorithm optimization kernel applied to analog IC sizing |
| title_exact_search | AIDA-CMK: Multi-algorithm optimization kernel applied to analog IC sizing |
| title_full | AIDA-CMK: Multi-algorithm optimization kernel applied to analog IC sizing Ricardo Lourenço ; Nuno Lourenço ; Nuno Horta |
| title_fullStr | AIDA-CMK: Multi-algorithm optimization kernel applied to analog IC sizing Ricardo Lourenço ; Nuno Lourenço ; Nuno Horta |
| title_full_unstemmed | AIDA-CMK: Multi-algorithm optimization kernel applied to analog IC sizing Ricardo Lourenço ; Nuno Lourenço ; Nuno Horta |
| title_short | AIDA-CMK: Multi-algorithm optimization kernel applied to analog IC sizing |
| title_sort | aida cmk multi algorithm optimization kernel applied to analog ic sizing |
| topic | Engineering Computer aided design Systems engineering Circuits and Systems Computer-Aided Engineering (CAD, CAE) and Design Computational Intelligence Ingenieurwissenschaften |
| topic_facet | Engineering Computer aided design Systems engineering Circuits and Systems Computer-Aided Engineering (CAD, CAE) and Design Computational Intelligence Ingenieurwissenschaften |
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