Minimum-Volume Ellipsoids: Theory and Algorithms (MPS-SIAM Series on Optimization, Series Number 23) - Image 1

£57.86

Society for Industrial and Applied Mathematics (SIAM) Minimum-Volume Ellipsoids: Theory and Algorithms (MPS-SIAM Series on Optimization, Series Number 23)

Name: Minimum-Volume Ellipsoids: Theory and Algorithms (MPS-SIAM Series on Optimization, Series Number 23)
Brand: Society for Industrial and Applied Mathematics (SIAM)
Price: 57.86 GBP
Availability: InStock

White

Applied Mathematics

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Description

The first book in the area, this volume addresses the problem of finding an ellipsoid to represent a large set of points in high-dimensional space, which has applications in computational geometry, data representations, and optimal design in statistics. The book covers the formulation of this and related problems, theoretical properties of their optimal solutions, and algorithms for their solution. While algorithms of this kind have been discovered and rediscovered over the past fifty years, their computational complexities and convergence rates have only recently been investigated. The optimization problems in the book have the entries of a symmetric matrix as their variables, so the author's treatment also gives an introduction to recent work in matrix optimization. This book will be of interest to graduate students and researchers in operations research, theoretical statistics, data mining, complexity theory, computational geometry, and computational science.

Product Specifications

Brand: Society for Industrial and Applied Mathematics (SIAM)
Colour: White
Format: paperback
ASIN: 1611974372
Category: Books > Subjects > Science, Nature & Maths > Mathematics > Applied Mathematics
Domain: Amazon UK
Release Date: 25 August 2016
Listed Since: 01 August 2016

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Society for Industrial and Applied Mathematics (SIAM) Minimum-Volume Ellipsoids: Theory and Algorithms (MPS-SIAM Series on Optimization, Series Number 23)

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