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Quantum Adaptivity in Biology: From Genetics to Cognition (Hardcover, 2015 ed.)
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Quantum Adaptivity in Biology: From Genetics to Cognition (Hardcover, 2015 ed.)
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This book examines information processing performed by bio-systems
at all scales: from genomes, cells and proteins to cognitive and
even social systems. It introduces a theoretical/conceptual
principle based on quantum information and non-Kolmogorov
probability theory to explain information processing phenomena in
biology as a whole. The book begins with an introduction followed
by two chapters devoted to fundamentals, one covering classical and
quantum probability, which also contains a brief introduction to
quantum formalism, and another on an information approach to
molecular biology, genetics and epigenetics. It then goes on to
examine adaptive dynamics, including applications to biology, and
non-Kolmogorov probability theory. Next, the book discusses the
possibility to apply the quantum formalism to model biological
evolution, especially at the cellular level: genetic and epigenetic
evolutions. It also presents a model of the epigenetic cellular
evolution based on the mathematical formalism of open quantum
systems. The last two chapters of the book explore foundational
problems of quantum mechanics and demonstrate the power of usage of
positive operator valued measures (POVMs) in biological science.
This book will appeal to a diverse group of readers including
experts in biology, cognitive science, decision making, sociology,
psychology, and physics; mathematicians working on problems of
quantum probability and information and researchers in quantum
foundations.
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