Operator-Adapted Wavelets, Fast Solvers, and Numerical Homogenization

- From a Game Theoretic Approach to Numerical Approximation and Algorithm Design (Series Number 35: Operator-Adapted Wavelets, Fast Solvers, and Numerical Homogenization: From a Game)

af

indgår i serie Cambridge Monographs on Applied and Computational Mathematics


Operator-Adapted Wavelets, Fast Solvers, and Numerical Homogenization
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  • Forventet levering 28-11-2019
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Format:
Bog, hardback
Udgivelsesdato:
24-10-2019
Sprog:
Engelsk
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Although numerical approximation and statistical inference are traditionally covered as entirely separate subjects, they are intimately connected through the common purpose of making estimations with partial information. This book explores these connections from a game and decision theoretic perspective, showing how they constitute a pathway to developing simple and general methods for solving fundamental problems in both areas. It illustrates these interplays by addressing problems related to numerical homogenization, operator adapted wavelets, fast solvers, and Gaussian processes. This perspective reveals much of their essential anatomy and greatly facilitates advances in these areas, thereby appearing to establish a general principle for guiding the process of scientific discovery. This book is designed for graduate students, researchers, and engineers in mathematics, applied mathematics, and computer science, and particularly researchers interested in drawing on and developing this interface between approximation, inference, and learning.

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Udgivelsesdato:
24-10-2019
ISBN13:
9781108484367
Vægt:
1070 g
Dybde:
27 mm
Bredde:
178 mm
Højde:
252 mm
Format:
Hardback
  • Forfattere

  • Bibliotekernes beskrivelse

    This book, meant for graduate students and researchers, explores the connections between numerical approximation and statistical inference from a game and decision theoretic perspective, and illustrates these interplays by addressing problems related to numerical homogenization, operator adapted wavelets, and fast solvers. Worked examples or Exercises; 83 Line drawings, color

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