000 02703nam a22005295i 4500
001 978-3-319-02189-8
003 DE-He213
005 20200420221301.0
007 cr nn 008mamaa
008 130924s2014 gw | s |||| 0|eng d
020 _a9783319021898
_9978-3-319-02189-8
024 7 _a10.1007/978-3-319-02189-8
_2doi
050 4 _aTK7888.4
072 7 _aTJFC
_2bicssc
072 7 _aTEC008010
_2bisacsh
082 0 4 _a621.3815
_223
100 1 _aRocha, Frederico A.E.
_eauthor.
245 1 0 _aElectronic Design Automation of Analog ICs combining Gradient Models with Multi-Objective Evolutionary Algorithms
_h[electronic resource] /
_cby Frederico A.E. Rocha, Ricardo M.F. Martins, Nuno C.C. Louren�co, Nuno C.G. Horta.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2014.
300 _aXI, 69 p. 39 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSpringerBriefs in Applied Sciences and Technology,
_x2191-530X
505 0 _aIntroduction -- Related Work -- Gradient Model Generation -- Enhanced Circuit-Level Optimization Kernel -- Case Studies -- Conclusions and Outlook.
520 _aThis book applies to the scientific area of electronic design automation (EDA) and addresses the automatic sizing of analog integrated circuits (ICs). Particularly, this book presents an approach to enhance a state-of-the-art layout-aware circuit-level optimizer (GENOM-POF), by embedding statistical knowledge from an automatically generated gradient model into the multi-objective multi-constraint optimization kernel based on the NSGA-II algorithm. The results showed allow the designer to explore the different trade-offs of the solution space, both through the achieved device sizes, or the respective layout solutions.
650 0 _aEngineering.
650 0 _aAlgorithms.
650 0 _aComputational intelligence.
650 0 _aElectronic circuits.
650 1 4 _aEngineering.
650 2 4 _aCircuits and Systems.
650 2 4 _aComputational Intelligence.
650 2 4 _aAlgorithm Analysis and Problem Complexity.
700 1 _aMartins, Ricardo M.F.
_eauthor.
700 1 _aLouren�co, Nuno C.C.
_eauthor.
700 1 _aHorta, Nuno C.G.
_eauthor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783319021881
830 0 _aSpringerBriefs in Applied Sciences and Technology,
_x2191-530X
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-319-02189-8
912 _aZDB-2-ENG
942 _cEBK
999 _c53213
_d53213