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The Compound Notions for Logical and Shannon Entropies

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New Foundations for Information Theory

Part of the book series: SpringerBriefs in Philosophy ((BRIEFSPHILOSOPH))

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Abstract

In this chapter, all the compound notions of simple, joint, conditional, and mutual logical entropy are defined and then the corresponding notions of Shannon entropy are derived via the dit-bit transform. Moreover, a number of other notions of divergence, cross entropy, and Hamming distance are developed for logical entropy along with the corresponding notions for Shannon entropy. And finally, a number of intriguing parallels between the two entropies and related inequalities are developed which allow some inequalities directly relating the two entropies.

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Notes

  1. 1.

    This is investigated in Rossi [6].

References

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Ellerman, D. (2021). The Compound Notions for Logical and Shannon Entropies. In: New Foundations for Information Theory. SpringerBriefs in Philosophy. Springer, Cham. https://doi.org/10.1007/978-3-030-86552-8_3

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