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Entropy of kind t

Arimoto (1971) [3] considered generalized $ f-$entropies involving a real function $ f$ with some conditions (see section 3.5.4). Being an example of these generalized $ f-$entropies, Arimoto came up to a generalized entropy involving a real parameter, here we call it, entropy of kind t, given by
$\displaystyle _tH(P)={(2^{t-1}-1)}^{-1}\bigg[{\bigg(\sum_{i=1}^n{p^{1/t}_i}\bigg)}^t -1\bigg], \ t\neq 1,\ t>0,$
    (3.5)
for all $ P=(p_1,p_2,...,p_n)\ \in\ \Delta_n$. In this case also, we can easily verify that $ \lim_{t\to 1}{_tH(P)}=H(P).$

Arimoto's main motivation in considering generalized$ f-$entropies was to prove some important results on decision theory connected with bayesian probability of error.


21-06-2001
Inder Jeet Taneja
Departamento de Matemática - UFSC
88.040-900 Florianópolis, SC - Brazil