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Correlated biased random walk with latency in one and two dimensions: Asserting patterned and unpredictable movement

Author

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  • Rodriguez-Horta, E.
  • Estevez-Rams, E.
  • Lora-Serrano, R.
  • Fernández, B. Aragón

Abstract

The correlated biased random walk with latency in one and two dimensions is discussed with regard to the portion of irreducible random movement and structured movement. It is shown how a quantitative analysis can be carried out by using computational mechanics. The stochastic matrix for both dynamics are reported. Latency introduces new states in the finite state machine description of the system in both dimensions, allowing for a full nearest neighbor coordination in the two dimensional case. Complexity analysis is used to characterize the movement, independently of the set of control parameters, making it suitable for the discussion of other random walk models. The complexity map of the system dynamics is reported for the two dimensional case.

Suggested Citation

  • Rodriguez-Horta, E. & Estevez-Rams, E. & Lora-Serrano, R. & Fernández, B. Aragón, 2016. "Correlated biased random walk with latency in one and two dimensions: Asserting patterned and unpredictable movement," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 458(C), pages 303-312.
    • Handle: RePEc:eee:phsmap:v:458:y:2016:i:c:p:303-312
    DOI: 10.1016/j.physa.2016.03.017
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    References listed on IDEAS

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    1. Pottier, Noëlle, 1996. "Analytic study of the effect of persistence on a one-dimensional biased random walk," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 230(3), pages 563-576.
    2. García-Pelayo, Ricardo, 2007. "Solution of the persistent, biased random walk," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 384(2), pages 143-149.
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