Sentence examples for maximum possible entropy from inspiring English sources

Looking forward to the future, Kelvin and Clausius foresaw a time when the maximum possible entropy would be reached and the universe would be at equilibrium forever afterward; at this point, a state called the ''heat death" of the universe, nothing would happen forever after.

It is a special case of the generalized entropy theory, similar to a Shannon index, where T = maximum possible entropy of the data − observed entropy of the data.

where K is the total number of DPD bins for the histogram estimate, and p k is the percentage of DPDs within the k th bin, H(r i r s ) is the Shannon entropy, and Hmax rir s ) is the maximum possible entropy for the given number of bins, which represents a ideal uniform distribution of DPDs.

To account for this, we normalized the transition entropy of each syllable to the maximum possible entropy of that bird's motif, then averaged the normalized syllable entropy scores to obtain the motif entropy.

A site with equal probability of all 20 residues has the maximum possible entropy of one.

Our score, S lo, to discount PWMs representing these lower order features is simply the ratio of the PWM's first order entropy to the maximum possible entropy.

The entropy functions are used to identify optimal trade-offs between the maximum possible information content and the minimum shared information among stations.

The entropy of each of the two sites is one and the mutual information between them is also one, the maximum possible value given the two individual entropy values.

It may be regarded as a special case of one of the most fundamental of physical laws, the principle of increase of entropy, which is a statement of the second law of thermodynamics in the form of an extremal principle the equilibrium state of an isolated physical system is that in which the entropy takes the maximum possible value.

Mutation frequency does not capture the distribution of mutations among the individual components of a mutant spectrum, and the Shannon entropy reaches the maximum possible value of 1 when all the sequences under study are different, independently of the mutational load.

Shannon's concept of entropy (a measure of the maximum possible efficiency of any encoding scheme) can be used to determine the maximum theoretical compression for a given message alphabet.