000 | nam a22 7a 4500 | ||
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999 |
_c29590 _d29590 |
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008 | 190625b xxu||||| |||| 00| 0 eng d | ||
020 | _a9780821869079 | ||
082 |
_a512.5 _bLAN |
||
100 | _aLandsberg, J. M. | ||
245 | _aTensors : geometry and applications | ||
260 |
_aProvidence : _bAmerican Mathematical Society, _c2012 |
||
300 |
_axx, 439 p. : _bill. ; _c26 cm. |
||
365 |
_b83.00 _cUSD _d00 |
||
490 |
_aGraduate studies in mathematics ; _vv. 128 |
||
504 | _aIncludes bibliographical references and index. | ||
520 | _aTensors are ubiquitous in the sciences. The geometry of tensors is both a powerful tool for extracting information from data sets, and a beautiful subject in its own right. This book has three intended uses: a classroom textbook, a reference work for researchers in the sciences, and an account of classical and modern results in (aspects of) the theory that will be of interest to researchers in geometry. For classroom use, there is a modern introduction to multilinear algebra and to the geometry and representation theory needed to study tensors, including a large number of exercises. For researchers in the sciences, there is information on tensors in table format for easy reference and a summary of the state of the art in elementary language. | ||
650 | _aInformation and communication | ||
650 | _aCircuits | ||
650 | _aCommunication | ||
650 | _aSignal theory | ||
650 | _aDetection theory | ||
650 | _aStatistics | ||
650 | _aDistribution theory | ||
650 | _aCharacterization and structure theory | ||
650 | _aAlgebraic geometry | ||
650 | _aProjective techniques | ||
650 | _aLinear and multilinear algebra | ||
650 | _aTensor products | ||
942 |
_2ddc _cBK |