Titlebook: Infogenomics; The Informational An Vincenzo Manca,Vincenzo Bonnici Book 2023 The Editor(s) (if applicable) and The Author(s), under exclusi

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Infogenomics978-3-031-44501-9Series ISSN 2194-7287 Series E-ISSN 2194-7295

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The Infogenomics Perspective,nse of structures hosting information sources of Shannon’s information theory. More specifically, genomes are texts where the life of single organisms, but also the life from which they derive, and the possible genealogies following them are written. As meaningful texts, they postulate corresponding

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Preamble

Information Theory,of physical entropy, as developed by Boltzmann, and information entropy is outlined, where Shannon’s probabilistic approach to information explains the deep informational meaning of physical entropy. Moreover, the relationship between entropy and computation is analyzed, involving subtle interaction

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Informational Genomics,ions. The reflexivity and replicability of these molecules are explained by considering the abstract form of a double sequence of “monomeric triangles”, from which all the main geometric characters of DNA follow. Genome texts are investigated along an approach based on dictionaries and spectra of .-

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Information and Randomness, distribution, to the strong laws of large numbers, random walks, random processes, and random number generators. The deep relationship between probability and randomness is considered and their intertwined ubiquity in natural phenomena is shown by several examples. Then, an informational approach t

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Life Intelligence,Typical structures from which Artificial intelligence emerged are shortly introduced by emphasizing their logical and informational essence. Finally, a discussion, inspired by chatbots in artificial intelligence, is outlined, on the relationship between artificial and human intelligence.

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Introduction to Python,d to real genomic sequences. This laboratory does not intend to be a handbook of Python or a basic programming guide. It mainly wants to show how to implement computational solutions linked to the theoretical notions given in the previous sections. Even if some basic coding skills are assumed, some

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