All the basic notions such as random normed modules, random inner product modules and random locally convex modules, together with their random conjugate spaces, were naturally presented by Guo in the course of the development of random functional analysis [1 4].
Guo initiated a new approach to random functional analysis [1 3], whose main idea is to develop random functional analysis as functional analysis based on random normed modules, random inner product modules and random locally convex modules.
Therefore, to simulate variance among modules, random noise (replacing values of 1 with 0) was imposed to produce modules with different signal strengths (Fig. 1).
The Mersenne Twister pseudorandom number generation algorithm as implemented in the CPAN module Math::Random::MT::Auto http://search.cpan.org/dist/Math-Random-MT-Auto/ was used, as the numbers generated were known to have suitable statistical properties for Monte Carlo analysis [ 24].
TTM: Time Tagging Module, RNG: Random Number Generator.
Front-end module generate random string and send to MVM .
We have also included a hardware module for random number generation.
The latter two parameters were randomly generated using the Perl module Math::Random.
At the coarsest level, the description length measures the information necessary to determine which coarsest-level module the random walker enters, weighted by how often such movements happen.
However, P_Nt counts the maximum number of targets that would be predicted to be regulated by the same set of miRNAs as the candidate module using random datasets.
