000 nam a22 7a 4500
999 _c29590
_d29590
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