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However, both (P varvec{o} | s_{j})) and (P(s_j)) are unknown and must be estimated, which bounds the performance of the classification systems to the quality of the estimation [33].
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However, in bounding the performance of a network, it is commonly assumed [1-5] thetransmittersitters and the receivers have complete knowledge of the source arrival distribution (or the probability distribution of the number of packets arriving per unit time), which is then used in the design of optimal transmission methods.
Theoretical bounds on the performance of such approaches are described in [ 8].
The MSLTT correlation is bounded by the performance of a FLTT for fully developed swirl, and the empty tube value where the swirl intensity is negligible.
Thermodynamic bounds for the performance of Stirling refrigerators are obtained.
This technique allows one to obtain tight bounds on the performance of the closed-loop system.
Also, what are the upper and lower bounds on the performance of multirate systems?
We also provide the worst-case theoretical bounds on the performance of different approaches.
The paper studies estimation formulas for Pearson linear, Spearman and Kendall rank-order correlation coefficients and formulates the lower bounds on the performance of correlation control techniques such as the one presented in the companion paper Part I.
We characterize the worst-case demand distribution under general concave objective functions, and apply it to derive tight lower bounds for the performance of chaining structures under the balanced systems (systems with the same number of plants and products).
We significantly improve the previously known bounds on the performance of online randomized algorithms for the problem, namely, we introduce a new algorithm for the D-benevolent case and for unit intervals, which uses a parameter θ and has a competitive ratio of at most θ2lnθ(θ2lnθ.
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