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Elements of the Random Walk

Elements of the Random Walk
An introduction for Advanced Students and Researchers

£39.99

  • Date Published: April 2010
  • availability: Available
  • format: Paperback
  • isbn: 9780521535830

£ 39.99
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  • Random walks have proven to be a useful model in understanding processes across a wide spectrum of scientific disciplines. Elements of the Random Walk is an introduction to some of the most powerful and general techniques used in the application of these ideas. The mathematical construct that runs through the analysis of the topics covered in this book, unifying the mathematical treatment, is the generating function. Although the reader is introduced to analytical tools, such as path-integrals and field-theoretical formalism, the book is self-contained in that basic concepts are developed and relevant fundamental findings fully discussed. Mathematical background is provided in supplements at the end of each chapter, when appropriate. This text will appeal to graduate students across science, engineering and mathematics who need to understand the applications of random walk techniques, as well as to established researchers.

    • Self-contained textbook, suitable for self-study or as a supplement, with problems and worked-out examples
    • Previously unpublished material: original results and a chapter on the shape of a random walk
    • Copious use of supplements gives reader ready access to important background material
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    Reviews & endorsements

    Review of the hardback: 'I warmly recommend a most rewarding and challenging textbook.' Contemporary Physics

    Review of the hardback: '… an excellent starting point for those wanting a relatively simple and straightforward introduction to these topics.' Journal of Statistical Physics

    Review of the hardback: '… an excellent introduction to emerging topics such as fractals, scaling and path integrals.' International Statistical Institute

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    Product details

    • Date Published: April 2010
    • format: Paperback
    • isbn: 9780521535830
    • length: 348 pages
    • dimensions: 244 x 170 x 18 mm
    • weight: 0.55kg
    • availability: Available
  • Table of Contents

    Preface
    1. Introduction to techniques
    2. Generating functions I
    3. Generating functions II: recurrence, sites visited, and the role of dimensionality
    4. Boundary conditions, steady state, and the electrostatic analogy
    5. Variations on the random walk
    6. The shape of a random walk
    7. Path integrals and self-avoidance
    8. Properties of the random walk: introduction to scaling
    9. Scaling of walks and critical phenomena
    10. Walks and the O(n) model: mean field theory and spin waves
    11. Scaling, fractals, and renormalization
    12. More on the renormalization group
    References
    Index.

  • Authors

    Joseph Rudnick, University of California, Los Angeles

    George Gaspari, University of California, Santa Cruz

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