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Hernán A. Makse, Paolo Boldi, Francesco Sorrentino, Ian Stewart - Symmetries of Living and Artificial Intelligence Systems, Inbunden

Inbunden, Engelska, 2027

Symmetries of Living and Artificial Intelligence Systems

Fibrations and Synchronization in Networks

Av Hernán A. Makse, Paolo Boldi, Francesco Sorrentino, Ian Stewart

1372 kr

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Beskrivning
Symmetry plays a crucial role across various scales in physics-from the fundamental particles that comprise matter to the intricate shapes of snowflakes. The ubiquity of these symmetries poses a pivotal question: if life arises as an emergent property from physics, what prevents symmetry from also explaining the architectures of biological, or even artificial, life? This book addresses the question by introducing a new geometry for 'living' networks, drawing inspiration from Grothendieck's fibrations in category theory. The traditional, restrictive symmetry groups of physics are replaced with symmetry fibration, a novel notion which is both local and adaptable to evolutionary pressures. This provides an effective framework for understanding biological complexity, translating the once inscrutable AI 'black box' into an interpretable 'colored box' rich with symmetry. Featuring numerous cutting-edge applications from genomics, neuroscience and AI, this text is ideal for graduate students and researchers in mathematical biology, machine learning and network science.
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Hernán Makse is Distinguished Professor of Physics and Neuroscience at the City University of New York, a member of the Memorial Sloan Kettering Cancer Center and founder of Kcore Analytics. He is Fellow of the American Physical Society and a member of the Brazilian Academy of Science. His research is focused on the understanding of biological, social and artificially intelligent systems. Paolo Boldi is Professor of Computer Science at the University of Milan. His research is focused on a wide range of topics including algorithms and data structures for big data, distributed systems and complex networks, and he has published over a hundred research articles in these areas. Francesco Sorrentino is Professor of Mechanical Engineering at the University of New Mexico. His is an expert in dynamical systems and control, with particular emphasis on nonlinear dynamics and optimal control. He has published more than 80 papers in international scientific peer reviewed journals and was the recipient of the National Institute of Health (NIH) Trailblazer Award from the National Institute of Biomedical Imaging and Bioengineering (NIBIB). Ian Stewart is Emeritus Professor of Mathematics at the University of Warwick and a Fellow of the Royal Society. He has six honorary degrees. His awards include the Michael Faraday Medal of the Royal Society, the Gold Medal of the IMA, and the Chancellor's Medal from the University of Warwick. He has published numerous successful books on various topics within mathematics.

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