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As introduced in Section 3, we assume inputs for the program under test to be bit strings of size N and denote the space of all possible inputs as (mathcal {I}={0,...,2^{N}}).
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Using random projection matrices of different sizes, one can obtain bit strings of various lengths.
Even though a small set of short examples were used in the training stage, all bit strings of any length were classified correctly in the online recognition stage.
In this paper, a method is proposed for supervised and unsupervised learning to classify bit strings of arbitrary length in terms of their triple parity.
GA's typically encode solutions as bit strings of 1's and 0's.
The interaction profile x c i is defined as a bit string (vector of size n g ), where the presence or absence of an interaction with target protein g j (j=1,2,…, n g ) is coded as 1 or 0, respectively.
The interaction profile y g j is defined as a bit string (vector of size n c ), where the presence or absence of an interaction with drug c i (i=1,2,…, n c ) is coded as 1 or 0, respectively.
For example, the bit string of generated 255 bits becomes a criterion of selecting the nth key seed.
Each chromosome is a solution, usually but not necessarily binary bit string, of the problem.
(4) For each search space bit at th side of the bit string of particle, compute bits velocity using following PSO velocity update equation: (14) with.
Two parameters control the BSIF descriptor: the number of the filters (length n of the bit string) and the size of the filter l.
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CEO of Professional Science Editing for Scientists @ prosciediting.com