Stochastic transport in complex systems : from molecules to vehicles
著者
書誌事項
Stochastic transport in complex systems : from molecules to vehicles
Elsevier, c2011
- hbk
- pbk
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注記
Bibliography: p. 491-547
Includees index
内容説明・目次
内容説明
The first part of the book provides a pedagogical introduction to the physics of complex systems driven far from equilibrium. In this part we discuss the basic concepts and theoretical techniques which are commonly used to study classical stochastic transport in systems of interacting driven particles. The analytical techniques include mean-field theories, matrix product ansatz, renormalization group, etc. and the numerical methods are mostly based on computer simulations. In the second part of the book these concepts and techniques are applied not only to vehicular traffic but also to transport and traffic-like phenomena in living systems ranging from collective movements of social insects (for example, ants) on trails to intracellular molecular motor transport. These demonstrate the conceptual unity of the fundamental principles underlying the apparent diversity of the systems and the utility of the theoretical toolbox of non-equilibrium statistical mechanics in interdisciplinary research far beyond the traditional disciplinary boundaries of physics.
目次
I. Methods and Concepts1. Introduction to Nonequilibrium Systems and Transport Phenomena2. Methods for the Description of Stochastic Models3. Particle-Hopping Models of Transport far From Equilibrium4. Asymmetric Simple Exclusion Process - Exact Results
II. Applications5. Vehicular Traffic I: Empirical Facts6. Vehicular Traffic II: The Nagel-Schreckenberg Model7. Vehicular Traffic III: Other CA Models8. Vehicular Traffic III: Non-CA Modelling Approaches9. Transport on Networks10. Pedestrian Dynamics11. Biological Traffic
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