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A successive refinement method with non-increasing number of binary variables is developed and successfully applied.
The algorithm breaks each polyphase into non-overlapping Q-grams and bases its search on a successive refinement principle by employing beam pruning technique.
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The consequences of inaccuracies in the rate estimate are addressed by using codes defined over the real field and a decoder employing successive refinement.
Thus, extrapolation using a logarithmic series and successive refinement leads to both accurate solutions and a saving in computational time.
After decoding, the process is repeated in a method similar to successive refinement [24 27].
TIP is the result of an ongoing process of successive refinement.
Convergence is obtained by performing successive refinement from an initial coarse description of a given heterogeneous medium, which include the SPE10 comparative solution project.
The algorithm was shown to attain finite convergence to the global minimum through successive refinement of a linear relaxation of the feasible region and/or of the objective function and the subsequent solutions of a series of linear programming sub-problems.
BLASR (Basic Local Alignment with Successive Refinement) is a Single Molecule Sequencing alignment tool specifically targeting PacBio datasets, where divergence between the read and genome is dominated by insertion and deletion errors [ 14].
Therefore, instead of an iterative key estimation technique based on successive refinement, the only way to obtain the correct key would involve a rather costly random search through a significant share of the keyspace until a configuration with small Hamming distance is found which can be systematically improved.
At the decoder, a successive SI refinement scheme is exploited to minimize the distortion associated to SW rate underestimation.
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