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研究生: 許景隆
Hsu, Ching-Lung.
論文名稱: 無序混沌下SK模型上的中央極限定理
A central limit theorem for the overlaps in disorder chaos SK model
指導教授: 許元春
Sheu, Yuan-Chung
鄭志豪
Teh, Jyh-Haur
口試委員: 陳冠宇
Chen, Guan-Yu
陳隆奇
Chen, Lung-Chi
學位類別: 碩士
Master
系所名稱: 理學院 - 數學系
Department of Mathematics
論文出版年: 2017
畢業學年度: 105
語文別: 英文
論文頁數: 23
中文關鍵詞: 混沌重疊量中央極限定理
外文關鍵詞: Chaos, Overlap, Central limit theorem
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  • 這篇論文我們証明了在無序混沌下Sherrington-Kirkpatrick模型上的一個極限定理。這個定理主要是在描述來自兩個相關Gibbs測度的自旋結構重疊量的行為。我們將藉由Cavity方法來導出在給定一個無序態的時候,一群經過適當調整的重疊量在會在漸進行為上與高斯函數非常相像。


    In this paper we consider a limiting theorem in disorder chaos Sherrington Kirkpatrick model. It is about the behavior of the overlaps between spin configurations sampled from two different correlated Gibbs measures. We use th cavity method to show that for a typical realization of the disorder, a family of the modified overlaps would behave asymptotically like an independent family of Gaussian random variables.

    Contents 1 Introduction 1 2 A technical inequality 5 3 Proof of Main Theorem 10 4 References 23

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    [Cha09] Sourav Chatterjee. Disorder chaos and multiple valleys in spin glasses. arXiv preprint arXiv:0907.3381, 2009.

    [FH86] Daniel S Fisher and David A Huse. Ordered phase of short-range ising spin-glasses. Physical review letters, 56(15):1601, 1986.

    [Riz09] T Rizzo. Spin glasses: statics and dynamics: summer school, paris 2007. Progr. Probab, 62:143–157, 2009.

    [Tal11]Michel Talagrand. Mean eld models for spin glasses. Volume I, volume 54 of Ergebnisse der Mathematik und ihrer Grenzgebiete. 3. Folge. A Series of Modern Surveys in Mathematics [Results in Mathematics and Related Areas. 3rd Series. A Series of Modern Surveys in Mathematics]. Springer- Verlag, Berlin, 2011. Basic examples.

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