Optimization algorithms on matrix manifolds /

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Bibliographic Details
Author / Creator:Absil, P.-A., author.
Imprint:Princeton, N.J. ; Woodstock : Princeton University Press, ©2008.
Description:1 online resource (xiv, 224 pages) : illustrations
Language:English
Subject:
Format: E-Resource Book
URL for this record:http://pi.lib.uchicago.edu/1001/cat/bib/11198108
Hidden Bibliographic Details
Other authors / contributors:Mahony, R. (Robert), 1967- author.
Sepulchre, R. (Rodolphe), 1967- author.
ISBN:9781400830244
1400830249
0691132984
9780691132983
Notes:Includes bibliographical references and index.
Print version record.
Summary:Many problems in the sciences and engineering can be rephrased as optimization problems on matrix search spaces endowed with a so-called manifold structure. This book shows how to exploit the special structure of such problems to develop efficient numerical algorithms. It places careful emphasis on both the numerical formulation of the algorithm and its differential geometric abstraction--illustrating how good algorithms draw equally from the insights of differential geometry, optimization, and numerical analysis. Two more theoretical chapters provide readers with the background in differentia.
Other form:Print version: Absil, P.-A. Optimization algorithms on matrix manifolds. Princeton, N.J. ; Woodstock : Princeton University Press, ©2008 9780691132983 0691132984
Standard no.:9786612158230