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Tractability results for weighted Banach spaces of smooth functions
Authors:Markus Weimar
Affiliation:
  • Mathematisches Institut, Universität Jena, Ernst-Abbe-Platz 2, 07740 Jena, Germany
  • Abstract:We study the L-approximation problem for weighted Banach spaces of smooth d-variate functions, where d can be arbitrarily large. We consider the worst case error for algorithms that use finitely many pieces of information from different classes. Adaptive algorithms are also allowed. For a scale of Banach spaces we prove necessary and sufficient conditions for tractability in the case of product weights. Furthermore, we show the equivalence of weak tractability with the fact that the problem does not suffer from the curse of dimensionality.
    Keywords:Tractability   Curse of dimensionality     mmlsi4"   class="  mathmlsrc"   onclick="  submitCitation('/science?_ob=MathURL&  _method=retrieve&  _eid=1-s2.0-S0885064X11000252&  _mathId=si4.gif&  _pii=S0885064X11000252&  _issn=0885064X&  _acct=C000051805&  _version=1&  _userid=1154080&  md5=c4ae2f833b54342f0975c5266b66f3ad')"   style="  cursor:pointer  "   alt="  Click to view the MathML source"   title="  Click to view the MathML source"  >  formulatext"   title="  click to view the MathML source"  >L&infin  -approximation   Worst case error   Banach spaces   Approximation of smooth functions
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