Intrinsic complexity estimates in polynomial optimization

نویسندگان

  • Bernd Bank
  • Marc Giusti
  • Joos Heintz
  • Mohab Safey El Din
چکیده

It is known that point searching in basic semialgebraic sets and the search for globally minimal points in polynomial optimization tasks can be carried out using (s d)O(n) arithmetic operations, where n and s are the numbers of variables and constraints and d is the maximal degree of the polynomials involved. We associate to each of these problems an intrinsic system degree which becomes in worst case of order (nd)O(n) and which measures the intrinsic complexity of the task under consideration. We design non-uniformly deterministic or uniformly probabilistic algorithms of intrinsic, quasi-polynomial complexity which solve these problems.

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عنوان ژورنال:
  • J. Complexity

دوره 30  شماره 

صفحات  -

تاریخ انتشار 2014