Random Walks On Disordered Media And Their Scaling Limits

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    Random Walks on Disordered Media and their Scaling Limits
    École d'Été de Probabilités de Saint-Flour XL - 2010
    By: Takashi Kumagai
    Publisher:
    Springer
    Print ISBN: 9783319031514, 3319031511
    eText ISBN: 9783319031521, 331903152X
    Copyright year: 2014
    Format: EPUB
    Available from $ 49.99 USD
    SKU 9783319031521
    In these lecture notes, we will analyze the behavior of random walk on disordered media by means of both probabilistic and analytic methods, and will study the scaling limits. We will focus on the discrete potential theory and how the theory is effectively used in the analysis of disordered media. The first few chapters of the notes can be used as an introduction to discrete potential theory. Recently, there has been significant progress on the theory of random walk on disordered media such as fractals and random media. Random walk on a percolation cluster(‘the ant in the labyrinth’)is one of the typical examples. In 1986, H. Kesten showed the anomalous behavior of a random walk on a percolation cluster at critical probability. Partly motivated by this work, analysis and diffusion processes on fractals have been developed since the late eighties. As a result, various new methods have been produced to estimate heat kernels on disordered media. These developments are summarized in the notes.
     

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