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A robotics approach to analysis of non-isotropic random walks

Published: 09 September 2015 Publication History

Abstract

A random walk is a path that is comprised of random steps taken in random directions. Random walks present themselves in a variety of environments, and for this reason they have been a subject of relevance spanning disciplines ranging from economics to biology. A cycle in a random walk consists of the choice of a random direction, followed by a step forward, occurring for some duration. We investigated isotropic and non-isotropic random walks involving the following four cycle variations: 1. constant time, constant step size 2. constant time, varied step size 3. varied time, constant step size 4. varied time, varied step size. In biological terms, these cases of a random walks are of interest in modeling dispersal of organisms. In this study we have attempted to establish a mechanism to better study cases of "non-normal" diffusion in a population using a simplistic model.

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cover image ACM Conferences
BCB '15: Proceedings of the 6th ACM Conference on Bioinformatics, Computational Biology and Health Informatics
September 2015
683 pages
ISBN:9781450338530
DOI:10.1145/2808719
Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 09 September 2015

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Author Tags

  1. analysis
  2. bioinformatics
  3. experimental methods
  4. isotropic
  5. random walks

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BCB '15
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BCB '15 Paper Acceptance Rate 48 of 141 submissions, 34%;
Overall Acceptance Rate 254 of 885 submissions, 29%

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