Complex systems: lecture notes of the Les Houches Summer School 2006
Gespeichert in:
| Körperschaft: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
[S.l.]
Elsevier Science
2007
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Beschreibung: | There has been recently some interdisciplinary convergence on a number of precise topics which can be considered as prototypes of complex systems. This convergence is best appreciated at the level of the techniques needed to deal with these systems, which include: 1) A domain of research around a multiple point where statistical physics, information theory, algorithmic computer science, and more theoretical (probabilistic) computer science meet: this covers some aspects of error correcting codes, stochastic optimization algorithms, typical case complexity and phase transitions, constraint satisfaction problems. 2) The study of collective behavior of interacting agents, its impact on understanding some types of economical and financial problems, their link to population and epidemics dynamics, game theory, social, biological and computer networks and evolution. The present book is the written version of the lectures given during the Les Houches summer school session on "Complex Systems", devoted to these emerging interdisciplinary fields. The lectures consist both in a number of long methodological courses (probability theory, statistical physics of disordered systems, information theory, network structure and evolution, agent-based economics and numerical methods) and more specific, 'problem oriented' courses. Lecturers are all leading experts in their field; they have summarized recent results in a clear and authoritative manner. The "Les Houches lecture notes" have a long tradition of excellence and are often found to be useful for a number of years after they were written. The book is of interest to students and researchers with various backgrounds: probability theory, computer science, information theory, physics, finance, biology, etc. Topical and comprehensive survey of the emerging, interdisciplinary field of "Complex Systems", covered by recognized world experts "Les Houches lectures notes": a long tradition of excellence and long-lasting impact Of interest to a broad audience (mathematics, physics, biology, informatics, finance, geology, etc.) Some applications may have concrete impact Selected topics in complex systems: forefront of research in the field |
| Beschreibung: | 1 Online-Ressource (1 v.) |
| ISBN: | 9780444530066 0444530061 |
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| 500 | |a There has been recently some interdisciplinary convergence on a number of precise topics which can be considered as prototypes of complex systems. This convergence is best appreciated at the level of the techniques needed to deal with these systems, which include: 1) A domain of research around a multiple point where statistical physics, information theory, algorithmic computer science, and more theoretical (probabilistic) computer science meet: this covers some aspects of error correcting codes, stochastic optimization algorithms, typical case complexity and phase transitions, constraint satisfaction problems. 2) The study of collective behavior of interacting agents, its impact on understanding some types of economical and financial problems, their link to population and epidemics dynamics, game theory, social, biological and computer networks and evolution. | ||
| 500 | |a The present book is the written version of the lectures given during the Les Houches summer school session on "Complex Systems", devoted to these emerging interdisciplinary fields. The lectures consist both in a number of long methodological courses (probability theory, statistical physics of disordered systems, information theory, network structure and evolution, agent-based economics and numerical methods) and more specific, 'problem oriented' courses. Lecturers are all leading experts in their field; they have summarized recent results in a clear and authoritative manner. The "Les Houches lecture notes" have a long tradition of excellence and are often found to be useful for a number of years after they were written. The book is of interest to students and researchers with various backgrounds: probability theory, computer science, information theory, physics, finance, biology, etc. | ||
| 500 | |a Topical and comprehensive survey of the emerging, interdisciplinary field of "Complex Systems", covered by recognized world experts "Les Houches lectures notes": a long tradition of excellence and long-lasting impact Of interest to a broad audience (mathematics, physics, biology, informatics, finance, geology, etc.) Some applications may have concrete impact Selected topics in complex systems: forefront of research in the field | ||
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| isbn | 9780444530066 0444530061 |
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| spelling | Ecole d'été de physique théorique (Les Houches, Haute-Savoie, France) < 2006> Verfasser aut Complex systems lecture notes of the Les Houches Summer School 2006 [S.l.] Elsevier Science 2007 1 Online-Ressource (1 v.) txt rdacontent c rdamedia cr rdacarrier There has been recently some interdisciplinary convergence on a number of precise topics which can be considered as prototypes of complex systems. This convergence is best appreciated at the level of the techniques needed to deal with these systems, which include: 1) A domain of research around a multiple point where statistical physics, information theory, algorithmic computer science, and more theoretical (probabilistic) computer science meet: this covers some aspects of error correcting codes, stochastic optimization algorithms, typical case complexity and phase transitions, constraint satisfaction problems. 2) The study of collective behavior of interacting agents, its impact on understanding some types of economical and financial problems, their link to population and epidemics dynamics, game theory, social, biological and computer networks and evolution. The present book is the written version of the lectures given during the Les Houches summer school session on "Complex Systems", devoted to these emerging interdisciplinary fields. The lectures consist both in a number of long methodological courses (probability theory, statistical physics of disordered systems, information theory, network structure and evolution, agent-based economics and numerical methods) and more specific, 'problem oriented' courses. Lecturers are all leading experts in their field; they have summarized recent results in a clear and authoritative manner. The "Les Houches lecture notes" have a long tradition of excellence and are often found to be useful for a number of years after they were written. The book is of interest to students and researchers with various backgrounds: probability theory, computer science, information theory, physics, finance, biology, etc. Topical and comprehensive survey of the emerging, interdisciplinary field of "Complex Systems", covered by recognized world experts "Les Houches lectures notes": a long tradition of excellence and long-lasting impact Of interest to a broad audience (mathematics, physics, biology, informatics, finance, geology, etc.) Some applications may have concrete impact Selected topics in complex systems: forefront of research in the field Conference proceedings fast Computational complexity fast System analysis fast System analysis Congresses Computational complexity Congresses (DE-588)1071861417 Konferenzschrift gnd-content Bouchaud, Jean-Philippe Sonstige oth Mézard, Marc Sonstige oth Dalibard, Jean 1958- Sonstige (DE-588)121510824 oth http://www.sciencedirect.com/science/book/9780444530066 Verlag Volltext |
| spellingShingle | Complex systems lecture notes of the Les Houches Summer School 2006 Conference proceedings fast Computational complexity fast System analysis fast System analysis Congresses Computational complexity Congresses |
| subject_GND | (DE-588)1071861417 |
| title | Complex systems lecture notes of the Les Houches Summer School 2006 |
| title_auth | Complex systems lecture notes of the Les Houches Summer School 2006 |
| title_exact_search | Complex systems lecture notes of the Les Houches Summer School 2006 |
| title_full | Complex systems lecture notes of the Les Houches Summer School 2006 |
| title_fullStr | Complex systems lecture notes of the Les Houches Summer School 2006 |
| title_full_unstemmed | Complex systems lecture notes of the Les Houches Summer School 2006 |
| title_short | Complex systems |
| title_sort | complex systems lecture notes of the les houches summer school 2006 |
| title_sub | lecture notes of the Les Houches Summer School 2006 |
| topic | Conference proceedings fast Computational complexity fast System analysis fast System analysis Congresses Computational complexity Congresses |
| topic_facet | Conference proceedings Computational complexity System analysis System analysis Congresses Computational complexity Congresses Konferenzschrift |
| url | http://www.sciencedirect.com/science/book/9780444530066 |
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