India has been phasing dearth of electrical power. The distribution reforms are identified as the base area to bring about the efficiency and to improve financial health of the power sector. The factors entitled for power losses can be squarely devoured by amorphous magnetic alloy core transformer which proves beneficial by increasing advantage of fundamental frequency, statistically substantia...

Estimating distributions over large alphabets is a fundamental machine-learning tenet. Yet no method is known to estimate all distributions well. For example, add-constant estimators are nearly min-max optimal but often perform poorly in practice, and practical estimators such as absolute discounting, Jelinek-Mercer, and Good-Turing are not known to be near optimal for essentially any distribut...

Let the kth-order empirical distribution of a code be defined as the proportion of k-strings anywhere in the codebook equal to every given k-string. We show that for any fixed k, the kth-order empirical distribution of any good code (i.e., a code approaching capacity with vanishing probability of error) converges in the sense of divergence to the set of input distributions that maximize the inp...

Finding the input distribution that maximizes mutual information leads, not only to the capacity of the channel, but to engineering insights that tell .the designer what good codes should be like. This is due to the folk theorem: The empirical distribution of a n y good code (i.e., approaching capacity wi th vanishing probability of error) maximizes mutual information. This paper formalizes and...

the molecular weight distribution of 4 commercial isotactic polypropylene (ipp) samples was estimated using rheological data. the dynamic moduli data, obtained from rheological measurements in linear viscoelastic region was used for calculation of relaxation time spectrum, h(τ) and then shear relaxation modulus, g(t). finally, applying thimm kernel function and relaxation modulus data in genera...