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The conventional numerical methods when applied to multidimensuional problems suffer from the so-called "curse of dimensionality", that cannot be eliminated by parallel methodas and high performance computers. In this book the authors explain basic tensor formats and algorithms showing how Tucker tensor decompositions originated fromchemometricsmade a revolution when applied to problems of numerical analysis.
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