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Complex Systems : Lecture Notes of the Les Houches Summer School 2006.

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 m...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Bouchaud, Jean-Philippe, 1962-
Otros Autores: Mzard, Marc, Dalibard, Jean
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Burlington : Elsevier, 2007.
Temas:
Acceso en línea:Texto completo

MARC

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520 |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 sat. 
505 0 |a Front cover; Complex Systems; Copyright page; Previous sessions; Organizers; Lecturers; Seminar Speakers; Participants; Auditors; Preface; Contents; Course 1. Introduction to phase transitions in random optimization problems; Course 2. Modern coding theory: the statistical mechanics and computer science point of view; Course 3. Mean field theory of spin glasses: statics and dynamics; Course 4. Random matrices, the Ulam Problem, directed polymers & growth models, and sequence matching; Course 5. Economies with interacting agents. 
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650 0 |a System analysis  |v Congresses. 
650 0 |a Computational complexity  |v Congresses. 
650 6 |a Analyse de systèmes  |v Congrès. 
650 6 |a Complexité de calcul (Informatique)  |v Congrès. 
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650 7 |a System analysis  |2 fast 
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700 1 |a Mzard, Marc. 
700 1 |a Dalibard, Jean. 
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