Abstract | ||
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The empirical curve bounding problem is defined as follows. Suppose data vectors X;Yare presented such that E(Y [i]) =?¥f (X[i]) where?¥f (x) is an unknown function. The problem is toanalyze X;Y and obtain complexity bounds O(g u (x))and\Omega\Gammag l (x)) on the function?¥ f (x).As no algorithm for empirical curve bounding can be guaranteed correct, we consider heuristics.Five heuristic algorithms are presented here, together with analytical results guaranteeing correctnessfor... |
Year | DOI | Venue |
---|---|---|
1997 | 10.1007/BFb0052828 | IDA |
Keywords | Field | DocType |
heuristic algorithm | Iterative refinement,Discrete mathematics,Heuristic,Combinatorics,Big O notation,Correctness,Heuristics,Mathematics,Bounding overwatch | Conference |
Volume | ISSN | ISBN |
1280 | 0302-9743 | 3-540-63346-4 |
Citations | PageRank | References |
5 | 0.48 | 5 |
Authors | ||
3 |
Name | Order | Citations | PageRank |
---|---|---|---|
Catherine C. McGeoch | 1 | 262 | 59.29 |
Doina Precup | 2 | 2829 | 221.83 |
paul r cohen | 3 | 1927 | 460.49 |