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We consider the problem of using humans to find a bounded number of items satisfying certain properties, from a data set.
Because each LP can be solved in polynomial time, we obtain a polynomial time algorithm to compute the impact of all perturbations containing a bounded number of reactions.
If the model is in such a state, it will evolve towards an infinitely visited state in a bounded number of steps, and then remain in infinitely visited states for an indefinite time.
We give a 2-approximation algorithm for the version with a bounded number of bins.
Specifically, the simulation results show that it is most useful on a bounded number of processors.
With resource sharing, for large conferences with a bounded number of concurrent speakers, resource requirements do not increase with the number of potential speakers.
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This means the method scales well on biological pathways with a small bounded number of reactions per species.
A computational model, the bounded composite inverse-d architecture (BCIA), was developed to characterize signaling in small-world networks with large but bounded numbers of nodes, as in human brains.
Finally, concerning DUA_UPRA scheme at the base station, we adopt the low complexity algorithms provided in [18] towards obtaining the solution of non-convex optimization problem (14) (a simple shorting and a simple bisection algorithms with overall upper-bounded number of iterations to convergence).
The latter requires the computation of the upper and lower bounds of via the algorithms provided in Appendix A. The maximum upper-bounded number of iterations required to obtain the above bounds is also justified in Appendix A. Apart from the time complexity, due to mobile devise hardware limitations, space considerations are also important.
This might be due to the fact that the numerical models and simulations of kTAM were almost exclusively implemented using classical stochastic simulation algorithms frameworks, which are not designed for capturing models with theoretically un-bounded number of species.
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