Design and Modeling for Computer Experiments

Kaitai Fang Runze Li Kai-Tai Fang Agus Sudjianto

ISBN 10: 1584885467 / ISBN 13: 9781584885467

Edité par Taylor & Francis Group, 2005

A propos de cet article

pp. xii + 290 Index.

N° de réf. du vendeur 26623745

Détails bibliographiques

• Titre: Design and Modeling for Computer Experiments
• Éditeur: Taylor & Francis Group
• Date de parution: 2005
• Langue: anglais
• ISBN à 10 chiffres: 1584885467
• ISBN à 13 chiffres: 9781584885467
• Reliure: Couverture rigide
• État de l'article: New

A propos de ce titre

Synopsis

This book blends a modern statistical approach with extensive engineering applications and clearly delineates the steps for successfully modeling a problem and analyzing it to find the solution. It introduces basic concepts, then fully examines computer experiment design. The authors present the popular space-filling designs - like Latin hypercube sampling - including their properties, construction, and generating algorithms. Discussion then moves to the modeling of data from computer experiments. Here the authors present various modeling techniques and discuss model interpretation, including sensitivity analysis. Numerous examples clarify the techniques and their implementation.

À propos de l?auteur

Kai-Tai Fang, Runze Li, Agus Sudjianto