Complex systems : École d'été de physique des Houches, session LXXXV, 3-28 July 2006 : École thématique du CNRS
著者
書誌事項
Complex systems : École d'été de physique des Houches, session LXXXV, 3-28 July 2006 : École thématique du CNRS
Elsevier, c2007
- タイトル別名
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Les Houches session LXXXV
大学図書館所蔵 全16件
  青森
  岩手
  宮城
  秋田
  山形
  福島
  茨城
  栃木
  群馬
  埼玉
  千葉
  東京
  神奈川
  新潟
  富山
  石川
  福井
  山梨
  長野
  岐阜
  静岡
  愛知
  三重
  滋賀
  京都
  大阪
  兵庫
  奈良
  和歌山
  鳥取
  島根
  岡山
  広島
  山口
  徳島
  香川
  愛媛
  高知
  福岡
  佐賀
  長崎
  熊本
  大分
  宮崎
  鹿児島
  沖縄
  韓国
  中国
  タイ
  イギリス
  ドイツ
  スイス
  フランス
  ベルギー
  オランダ
  スウェーデン
  ノルウェー
  アメリカ
注記
Includes bibliographical references
内容説明・目次
内容説明
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.
目次
1. Monasson: Introduction to phase transitions in random optimization problems
2. Montanari-Urbanke: Modern Coding Theory: The Statistical Mechanics and Computer Science Points of View
3. Parisi: Mean field theory of Spin Glasses: Statics and Dynamics
4. Majumdar: Random Matrices, The Ulam Problem, Directed Polymer and Growth Models, and Sequence Matching
5. Kirman: Economies with Interacting Agents
6. Sethna: Crackling Noise and Avalanches: Scaling, Critical Phenomena, and the Renormalization Group
7. Toninelli: Bootstrap and Jamming Percolation
8. Newman: Complex Networks
9. Challet: Minority Games
10. Giardina: Metastable States in Glassy Systems
11. Fisher: Evolutionary Dynamics
12. Berg: Statistical modelling and analysis of biological networks
13. Berthier: The slow dynamics of glassy materials: Insights from computer simulations
14. Franceschelli: Epigenetic landscape and catastrophe theory
15. Zdeborova: A Hike in the Phases of the 1-in-3 satisfiability
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