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Spin glasses and complexity
Authors: ---
ISBN: 1283611066 9786613923516 1400845637 0691147337 9780691147338 9781400845637 9781283611060 Year: 2013 Publisher: Princeton Princeton University Press

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Abstract

"Spin glasses are disordered magnetic systems that have led to the development of mathematical tools with an array of real-world applications, from airline scheduling to neural networks. Spin Glasses and Complexity offers the most concise, engaging, and accessible introduction to the subject, fully explaining what spin glasses are, why they are important, and how they are opening up new ways of thinking about complexity. This one-of-a-kind guide to spin glasses begins by explaining the fundamentals of order and symmetry in condensed matter physics and how spin glasses fit into--and modify--this framework. It then explores how spin-glass concepts and ideas have found applications in areas as diverse as computational complexity, biological and artificial neural networks, protein folding, immune response maturation, combinatorial optimization, and social network modeling. Providing an essential overview of the history, science, and growing significance of this exciting field, Spin Glasses and Complexity also features a forward-looking discussion of what spin glasses may teach us in the future about complex systems. This is a must-have book for students and practitioners in the natural and social sciences, with new material even for the experts"--

Keywords

Computational complexity. --- Spin glasses. --- Glasses, Magnetic --- Glasses, Spin --- Magnetic glasses --- Complexity, Computational --- 530.412 --- Magnetic alloys --- Nuclear spin --- Solid state physics --- Electronic data processing --- Machine theory --- EdwardsЁnderson Hamiltonian. --- EdwardsЁnderson model. --- Hamiltonian. --- Herb Simon. --- Kondo effect. --- NK model. --- Phil Anderson. --- SherringtonЋirkpatrick model. --- Warren Weaver. --- antiferromagnetism. --- broken symmetry. --- combinatorial optimization. --- complex systems. --- complexity studies. --- complexity. --- computational complexity. --- computer science. --- condensed matter physics. --- condensed matter. --- dimension. --- dimensionality. --- dynamical behavior. --- ferromagnetism. --- ground state. --- immune response maturation. --- invariance. --- magnetic alloys. --- magnetic materials. --- magnetic systems. --- mathematicians. --- mean field theory. --- neural networks. --- nonequilibrium. --- order parameter. --- order. --- ordinary glasses. --- paramagnetism. --- phase transition. --- phase transitions. --- physics. --- prebiotic evolution. --- protein conformational dynamics. --- protein conformational folding. --- protein folding. --- quenched disorder. --- replica symmetry breaking. --- social network modeling. --- solid state magnetism. --- spin glass science. --- spin glasses. --- spin. --- spinгpin interaction. --- symmetry. --- thermodynamic equilibrium. --- thermodynamics.

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