eBook
Προβολή σε EDS

Advances in Automatic Differentiation

Λεπτομέρειες βιβλιογραφικής εγγραφής
Τίτλος: Advances in Automatic Differentiation
Περιγραφή: The Fifth International Conference on Automatic Differentiation held from August 11 to 15, 2008 in Bonn, Germany, is the most recent one in a series that began in Breckenridge, USA, in 1991 and continued in Santa Fe, USA, in 1996, Nice, France, in 2000 and Chicago, USA, in 2004. The 31 papers included in these proceedings re?ect the state of the art in automatic differentiation (AD) with respect to theory, applications, and tool development. Overall, 53 authors from institutions in 9 countries contributed, demonstrating the worldwide acceptance of AD technology in computational science. Recently it was shown that the problem underlying AD is indeed NP-hard, f- mally proving the inherently challenging nature of this technology. So, most likely, no deterministic “silver bullet” polynomial algorithm can be devised that delivers optimum performance for general codes. In this context, the exploitation of doma- speci?c structural information is a driving issue in advancing practical AD tool and algorithm development. This trend is prominently re?ected in many of the pub- cations in this volume, not only in a better understanding of the interplay of AD and certain mathematical paradigms, but in particular in the use of hierarchical AD approaches that judiciously employ general AD techniques in application-speci?c - gorithmic harnesses. In this context, the understanding of structures such as sparsity of derivatives, or generalizations of this concept like scarcity, plays a critical role, in particular for higher derivative computations.
Συγγραφείς: Christian H. Bischof, H. Martin Bücker, Paul Hovland, Uwe Naumann, Jean Utke
Resource Type: eBook.
Θέματα: Differential-difference equations--Data processing--Congresses, Differential calculus--Data processing--Congresses
Categories: MATHEMATICS / Applied, COMPUTERS / Computer Science, TECHNOLOGY & ENGINEERING / Electrical, MATHEMATICS / Numerical Analysis, MATHEMATICS / Optimization
Βάση Δεδομένων: eBook Index
FullText Text:
  Availability: 0
Header DbId: edsebk
DbLabel: eBook Index
An: 255997
RelevancyScore: 875
AccessLevel: 6
PubType: eBook
PubTypeId: ebook
PreciseRelevancyScore: 874.504821777344
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Advances in Automatic Differentiation
– Name: Abstract
  Label: Description
  Group: Ab
  Data: The Fifth International Conference on Automatic Differentiation held from August 11 to 15, 2008 in Bonn, Germany, is the most recent one in a series that began in Breckenridge, USA, in 1991 and continued in Santa Fe, USA, in 1996, Nice, France, in 2000 and Chicago, USA, in 2004. The 31 papers included in these proceedings re?ect the state of the art in automatic differentiation (AD) with respect to theory, applications, and tool development. Overall, 53 authors from institutions in 9 countries contributed, demonstrating the worldwide acceptance of AD technology in computational science. Recently it was shown that the problem underlying AD is indeed NP-hard, f- mally proving the inherently challenging nature of this technology. So, most likely, no deterministic “silver bullet” polynomial algorithm can be devised that delivers optimum performance for general codes. In this context, the exploitation of doma- speci?c structural information is a driving issue in advancing practical AD tool and algorithm development. This trend is prominently re?ected in many of the pub- cations in this volume, not only in a better understanding of the interplay of AD and certain mathematical paradigms, but in particular in the use of hierarchical AD approaches that judiciously employ general AD techniques in application-speci?c - gorithmic harnesses. In this context, the understanding of structures such as sparsity of derivatives, or generalizations of this concept like scarcity, plays a critical role, in particular for higher derivative computations.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AR" term="%22Christian+H%2E+Bischof%22">Christian H. Bischof</searchLink><br /><searchLink fieldCode="AR" term="%22H%2E+Martin+Bücker%22">H. Martin Bücker</searchLink><br /><searchLink fieldCode="AR" term="%22Paul+Hovland%22">Paul Hovland</searchLink><br /><searchLink fieldCode="AR" term="%22Uwe+Naumann%22">Uwe Naumann</searchLink><br /><searchLink fieldCode="AR" term="%22Jean+Utke%22">Jean Utke</searchLink>
– Name: TypePub
  Label: Resource Type
  Group: TypPub
  Data: eBook.
– Name: Subject
  Label: Subjects
  Group: Su
  Data: <searchLink fieldCode="DE" term="%22Differential-difference+equations--Data+processing--Congresses%22">Differential-difference equations--Data processing--Congresses</searchLink><br /><searchLink fieldCode="DE" term="%22Differential+calculus--Data+processing--Congresses%22">Differential calculus--Data processing--Congresses</searchLink>
– Name: SubjectBISAC
  Label: Categories
  Group: Su
  Data: <searchLink fieldCode="ZK" term="%22MATHEMATICS+%2F+Applied%22">MATHEMATICS / Applied</searchLink><br /><searchLink fieldCode="ZK" term="%22COMPUTERS+%2F+Computer+Science%22">COMPUTERS / Computer Science</searchLink><br /><searchLink fieldCode="ZK" term="%22TECHNOLOGY+%26+ENGINEERING+%2F+Electrical%22">TECHNOLOGY & ENGINEERING / Electrical</searchLink><br /><searchLink fieldCode="ZK" term="%22MATHEMATICS+%2F+Numerical+Analysis%22">MATHEMATICS / Numerical Analysis</searchLink><br /><searchLink fieldCode="ZK" term="%22MATHEMATICS+%2F+Optimization%22">MATHEMATICS / Optimization</searchLink>
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=edsebk&AN=255997
RecordInfo BibRecord:
  BibEntity:
    Classifications:
      – Code: 515.330285
        Scheme: ddc
        Type: prePub
    Languages:
      – Code: eng
        Text: English
    Subjects:
      – SubjectFull: Differential-difference equations--Data processing--Congresses
        Type: general
      – SubjectFull: Differential calculus--Data processing--Congresses
        Type: general
    Titles:
      – TitleFull: Advances in Automatic Differentiation
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Christian H. Bischof
      – PersonEntity:
          Name:
            NameFull: H. Martin Bücker
      – PersonEntity:
          Name:
            NameFull: Paul Hovland
      – PersonEntity:
          Name:
            NameFull: Uwe Naumann
      – PersonEntity:
          Name:
            NameFull: Jean Utke
      – PersonEntity:
          Name:
            NameFull: Christian H. Bischof
      – PersonEntity:
          Name:
            NameFull: H. Martin Bücker
      – PersonEntity:
          Name:
            NameFull: Paul Hovland
      – PersonEntity:
          Name:
            NameFull: Uwe Naumann
      – PersonEntity:
          Name:
            NameFull: Jean Utke
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 01
              Type: published
              Y: 2008
            – D: 04
              M: 02
              Type: profile
              Y: 2014
          Identifiers:
            – Type: isbn-print
              Value: 9783540689355
            – Type: isbn-electronic
              Value: 9783540689423
          Numbering:
            – Type: volume
              Value: 00064
          Titles:
            – TitleFull: Advances in Automatic Differentiation
              Type: main
ResultId 1