Intrinsic complexity estimates in polynomial optimization
نویسندگان
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.
منابع مشابه
A pr 2 01 3 Intrinsic complexity estimates in polynomial optimization 1
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 wor...
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ورودعنوان ژورنال:
- J. Complexity
دوره 30 شماره
صفحات -
تاریخ انتشار 2014