Advances in disordered systems, random processes, and some applications /:
This book offers a unified perspective on the study of complex systems for scholars of various disciplines, including mathematics, physics, computer science, biology, economics and social science. The contributions, written by leading scientists, cover a broad set of topics, including new approaches...
Gespeichert in:
Weitere Verfasser: | , |
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Format: | Elektronisch E-Book |
Sprache: | English |
Veröffentlicht: |
Cambridge :
Cambridge University Press,
2017.
|
Schlagworte: | |
Online-Zugang: | Volltext |
Zusammenfassung: | This book offers a unified perspective on the study of complex systems for scholars of various disciplines, including mathematics, physics, computer science, biology, economics and social science. The contributions, written by leading scientists, cover a broad set of topics, including new approaches to data science, the connection between scaling limits and conformal field theories, and new ideas on the Legendre duality approach in statistical mechanics of disordered systems. The volume moreover explores results on extreme values of correlated random variables and their connection with the Riemann zeta functions, the relation between diffusion phenomena and complex systems, and the Brownian web, which appears as the universal scaling limit of several probabilistic models. Written for researchers from a broad range of scientific fields, this text examines a selection of recent developments in complex systems from a rigorous perspective. |
Beschreibung: | 1 online resource (x, 371 pages) |
Bibliographie: | Includes bibliographical references and index. |
ISBN: | 9781316869048 1316869040 9781316403877 1316403874 |
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504 | |a Includes bibliographical references and index. | ||
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contents | Topological field theory of data: mining data beyond complex networks / Mario Rasetti and Emanuela Merelli -- A random walk in diffusion phenomena and statistical mechanics / Elena Agliari -- Legendre structures in statistical mechanics for ordered and disordered systems / Francesco Guerra -- Extrema of log-correlated random variables: principles and examples / Louis-Pierre Arguin -- Scaling limits, brownian loops, and conformal fields / Federico Camia -- The Brownian web, the Brownian net, and their university / Emmanuel Schertzer, Rongfeng Sun and Jan M. Swart. |
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spelling | Advances in disordered systems, random processes, and some applications / Pierluigi Contucci, Università di Bologna, Italy ; Cristian Giardinà, Università of Modena and Reggio Emilia, Italy. Cambridge : Cambridge University Press, 2017. ©2017 1 online resource (x, 371 pages) text txt rdacontent computer c rdamedia online resource cr rdacarrier This book offers a unified perspective on the study of complex systems for scholars of various disciplines, including mathematics, physics, computer science, biology, economics and social science. The contributions, written by leading scientists, cover a broad set of topics, including new approaches to data science, the connection between scaling limits and conformal field theories, and new ideas on the Legendre duality approach in statistical mechanics of disordered systems. The volume moreover explores results on extreme values of correlated random variables and their connection with the Riemann zeta functions, the relation between diffusion phenomena and complex systems, and the Brownian web, which appears as the universal scaling limit of several probabilistic models. Written for researchers from a broad range of scientific fields, this text examines a selection of recent developments in complex systems from a rigorous perspective. Includes bibliographical references and index. Topological field theory of data: mining data beyond complex networks / Mario Rasetti and Emanuela Merelli -- A random walk in diffusion phenomena and statistical mechanics / Elena Agliari -- Legendre structures in statistical mechanics for ordered and disordered systems / Francesco Guerra -- Extrema of log-correlated random variables: principles and examples / Louis-Pierre Arguin -- Scaling limits, brownian loops, and conformal fields / Federico Camia -- The Brownian web, the Brownian net, and their university / Emmanuel Schertzer, Rongfeng Sun and Jan M. Swart. Print version record. System analysis. Chaotic behavior in systems. http://id.loc.gov/authorities/subjects/sh85022562 Systems Analysis https://id.nlm.nih.gov/mesh/D013597 Analyse de systèmes. Chaos. systems analysis. aat SCIENCE System Theory. bisacsh TECHNOLOGY & ENGINEERING Operations Research. bisacsh Análisis de sistemas embne Chaotic behavior in systems fast System analysis fast Electronic books. Contucci, Pierluigi, editor. Giardinà, Cristian, editor. has work: Advances in disordered systems, random processes, and some applications (Text) https://id.oclc.org/worldcat/entity/E39PCFyYRqgqtwfFMX6w4Tfg8C https://id.oclc.org/worldcat/ontology/hasWork Print version: Advances in disordered systems, random processes, and some applications. Cambridge : Cambridge University Press, 2017 (DLC) 2016036260 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=1433585 Volltext CBO01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=1433585 Volltext |
spellingShingle | Advances in disordered systems, random processes, and some applications / Topological field theory of data: mining data beyond complex networks / Mario Rasetti and Emanuela Merelli -- A random walk in diffusion phenomena and statistical mechanics / Elena Agliari -- Legendre structures in statistical mechanics for ordered and disordered systems / Francesco Guerra -- Extrema of log-correlated random variables: principles and examples / Louis-Pierre Arguin -- Scaling limits, brownian loops, and conformal fields / Federico Camia -- The Brownian web, the Brownian net, and their university / Emmanuel Schertzer, Rongfeng Sun and Jan M. Swart. System analysis. Chaotic behavior in systems. http://id.loc.gov/authorities/subjects/sh85022562 Systems Analysis https://id.nlm.nih.gov/mesh/D013597 Analyse de systèmes. Chaos. systems analysis. aat SCIENCE System Theory. bisacsh TECHNOLOGY & ENGINEERING Operations Research. bisacsh Análisis de sistemas embne Chaotic behavior in systems fast System analysis fast |
subject_GND | http://id.loc.gov/authorities/subjects/sh85022562 https://id.nlm.nih.gov/mesh/D013597 |
title | Advances in disordered systems, random processes, and some applications / |
title_auth | Advances in disordered systems, random processes, and some applications / |
title_exact_search | Advances in disordered systems, random processes, and some applications / |
title_full | Advances in disordered systems, random processes, and some applications / Pierluigi Contucci, Università di Bologna, Italy ; Cristian Giardinà, Università of Modena and Reggio Emilia, Italy. |
title_fullStr | Advances in disordered systems, random processes, and some applications / Pierluigi Contucci, Università di Bologna, Italy ; Cristian Giardinà, Università of Modena and Reggio Emilia, Italy. |
title_full_unstemmed | Advances in disordered systems, random processes, and some applications / Pierluigi Contucci, Università di Bologna, Italy ; Cristian Giardinà, Università of Modena and Reggio Emilia, Italy. |
title_short | Advances in disordered systems, random processes, and some applications / |
title_sort | advances in disordered systems random processes and some applications |
topic | System analysis. Chaotic behavior in systems. http://id.loc.gov/authorities/subjects/sh85022562 Systems Analysis https://id.nlm.nih.gov/mesh/D013597 Analyse de systèmes. Chaos. systems analysis. aat SCIENCE System Theory. bisacsh TECHNOLOGY & ENGINEERING Operations Research. bisacsh Análisis de sistemas embne Chaotic behavior in systems fast System analysis fast |
topic_facet | System analysis. Chaotic behavior in systems. Systems Analysis Analyse de systèmes. Chaos. systems analysis. SCIENCE System Theory. TECHNOLOGY & ENGINEERING Operations Research. Análisis de sistemas Chaotic behavior in systems System analysis Electronic books. |
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