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Bücher Englische Bücher Optimal Design and Related Areas in Optimization and Statistics
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Optimal Design and Related Areas in Optimization and Statistics
(Broschiert, Englisch)
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Beschreibung
The present volume is a collective monograph devoted to applications of the optimal design theory in optimization and statistics. The chapters re?ect the topics discussed at the workshop “W-Optimum Design and Related Statistical Issues” that took place in Juan-les-Pins, France, in May 2005. The title of the workshop was chosen as a light-hearted celebration of the work of Henry Wynn. It was… supported by the Laboratoire I3S (CNRS/Universit´ e de Nice, Sophia Antipolis), to which Henry is a frequent visitor. The topics covered partly re?ect the wide spectrum of Henry’s research - terests. Algorithms for constructing optimal designs are discussed in Chap. 1, where Henry’s contribution to the ?eld is acknowledged. Steepest-ascent - gorithms used to construct optimal designs are very much related to general gradientalgorithmsforconvexoptimization. Inthelasttenyears,asigni?cant part of Henry’s research was devoted to the study of the asymptotic prop- ties of such algorithms. This topic is covered by Chaps. 2 and 3. The work by Alessandra Giovagnoli concentrates on the use of majorization and stoch- tic ordering, and Chap. 4 is a hopeful renewal of their collaboration. One of Henry’s major recent interests is what is now called algebraic statistics, the application of computational commutative algebra to statistics, and he was partly responsible for introducing the experimental design sub-area, reviewed in Chap. 5. One other sub-area is the application to Bayesian networks and Chap. 6 covers this, with Chap. 7 being strongly related. 106,99 €
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Technische Daten
Erscheinungsdatum
08.09.2011
Sprache
Englisch
EAN
9781441927323
Herausgeber
Springer US
Serien- oder Bandtitel
Springer Optimization and Its Applications
Sonderedition
Nein
Seitenanzahl
224
Einbandart
Broschiert
Schlagwörter
Bayesian networks, SOIA, algebraic statistics, algorithms, gradient-type algorithms, linear optimization, optimal design theory, optimization, algorithm analysis and problem complexity
Thema-Inhalt
PBU - Optimierung
PBT - Wahrscheinlichkeitsrechnung und Statistik
PBWL - Stochastik
KJT - Unternehmensforschung
UMB - Algorithmen und Datenstrukturen
Höhe
235 mm
Breite
15.5 cm
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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