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A heuristic calculation of similarity metric will reduce some computation, like the search of extremum points in SIFT [12].
The main requirements and advantages of the Monte Carlo based methodology are discussed in conjunction with the limitations of the traditional heuristic calculation procedure.
By observing a short time-limit, we ensured a negligible effect of evolution of the network structure (less than 2% overall, according to a heuristic calculation based on the growth rate of Facebook during the sampling process - August 2010).
Algorithm 1 The primal heuristic: calculation of the objective function for a given vector z ^. > The primal heuristic: calculation of the objective function for a given vector z ^. > Hashing: Given a vector of selected facilities, z ^, we first check if the objective value for this configuration has already been calculated before (see, e.g., [26]).
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Recently the developers added a heuristic bootstrap calculation that appears to perform well in the cases used to benchmark that software [24].
We propose and compare three novel heuristics for the calculation of the optimal cell radius in mobile networks based on Wideband Code Division Multiple Access (WCDMA) technology.
The implementation of random walks varies based on optimization strategies, greedy-search heuristics and the calculation of distance metrics.
Primary methodologies for CDS include information retrieval; evaluation of logical conditions; probabilistic and data-driven classification or prediction; heuristic modeling systems; calculations, algorithms, and multi-step processes; and associative groupings of elements.
Here, we formalize the verbal reasoning and derive heuristic formulae for the calculation of P2 allele frequencies.
In this section, we will describe the first level of parallelism, that is, parallelized calculation of heuristic functions in A* search.
Thus parallelizing the calculation of heuristic functions in this phase can significantly reduce the running time of A* search for protein design.
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