Literature DB >> 26346221

Extending Lévy search theory from one to higher dimensions: Lévy walking favours the blind.

A M Reynolds1.   

Abstract

A diverse range of organisms, including T cells, E. coli, honeybees, sharks, turtles, bony fish, jellyfish, wandering albatrosses and even human hunter-gatherers have movement patterns that can be approximated by Lévy walks (LW; sometimes called Lévy flights in the biological and ecological literature). These observations lend support to the 'Lévy flight foraging hypothesis' which asserts that natural selection should have led to adaptations for Lévy flight foraging, because Lévy flights can optimize search efficiencies. The hypothesis stems from a rigorous theory of one-dimensional searching and from simulation data for two-dimensional searching. The potential effectiveness of three-dimensional Lévy searches has not been examined but is central to a proper understanding of marine predators and T cells which have provided the most compelling empirical evidence for LW. Here I extend Lévy search theory from one to three dimensions. The new theory predicts that three-dimensional Lévy searching can be advantageous but only when targets are large compared with the perceptual range of the searchers, i.e. only when foragers are effectively blind and need to come into contact with a target to establish its presence. This may explain why effective blindness is a common factor among three-dimensional Lévy walkers.

Entities:  

Keywords:  Lévy walks; optimal foraging; predation

Year:  2015        PMID: 26346221      PMCID: PMC4528660          DOI: 10.1098/rspa.2015.0123

Source DB:  PubMed          Journal:  Proc Math Phys Eng Sci        ISSN: 1364-5021            Impact factor:   2.704


  29 in total

1.  Average time spent by Lévy flights and walks on an interval with absorbing boundaries.

Authors:  S V Buldyrev; S Havlin; A Y Kazakov; M G da Luz; E P Raposo; H E Stanley; G M Viswanathan
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2001-09-25

2.  Environmental context explains Lévy and Brownian movement patterns of marine predators.

Authors:  Nicolas E Humphries; Nuno Queiroz; Jennifer R M Dyer; Nicolas G Pade; Michael K Musyl; Kurt M Schaefer; Daniel W Fuller; Juerg M Brunnschweiler; Thomas K Doyle; Jonathan D R Houghton; Graeme C Hays; Catherine S Jones; Leslie R Noble; Victoria J Wearmouth; Emily J Southall; David W Sims
Journal:  Nature       Date:  2010-06-09       Impact factor: 49.962

3.  Optimizing the success of random searches.

Authors:  G M Viswanathan; S V Buldyrev; S Havlin; M G da Luz; E P Raposo; H E Stanley
Journal:  Nature       Date:  1999-10-28       Impact factor: 49.962

4.  How white noise generates power-law switching in bacterial flagellar motors.

Authors:  Yuhai Tu; G Grinstein
Journal:  Phys Rev Lett       Date:  2005-05-25       Impact factor: 9.161

5.  Does the Australian desert ant Melophorus bagoti approximate a Lévy search by an intrinsic bi-modal walk?

Authors:  Andy M Reynolds; Patrick Schultheiss; Ken Cheng
Journal:  J Theor Biol       Date:  2013-09-10       Impact factor: 2.691

6.  Lévy walks evolve through interaction between movement and environmental complexity.

Authors:  Monique de Jager; Franz J Weissing; Peter M J Herman; Bart A Nolet; Johan van de Koppel
Journal:  Science       Date:  2011-06-24       Impact factor: 47.728

7.  Adaptive Lévy walks in foraging fallow deer.

Authors:  Stefano Focardi; Paolo Montanaro; Elena Pecchioli
Journal:  PLoS One       Date:  2009-08-11       Impact factor: 3.240

8.  Evidence of Levy walk foraging patterns in human hunter-gatherers.

Authors:  David A Raichlen; Brian M Wood; Adam D Gordon; Audax Z P Mabulla; Frank W Marlowe; Herman Pontzer
Journal:  Proc Natl Acad Sci U S A       Date:  2013-12-23       Impact factor: 11.205

9.  Generalized Lévy walks and the role of chemokines in migration of effector CD8+ T cells.

Authors:  Tajie H Harris; Edward J Banigan; David A Christian; Christoph Konradt; Elia D Tait Wojno; Kazumi Norose; Emma H Wilson; Beena John; Wolfgang Weninger; Andrew D Luster; Andrea J Liu; Christopher A Hunter
Journal:  Nature       Date:  2012-06-28       Impact factor: 49.962

10.  Mussels realize Weierstrassian Lévy walks as composite correlated random walks.

Authors:  Andy M Reynolds
Journal:  Sci Rep       Date:  2014-03-18       Impact factor: 4.379

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  5 in total

1.  Lévy walk process in self-organization of pedestrian crowds.

Authors:  Hisashi Murakami; Claudio Feliciani; Katsuhiro Nishinari
Journal:  J R Soc Interface       Date:  2019-04-26       Impact factor: 4.118

2.  Hybrid foraging in patchy environments using spatial memory.

Authors:  Johannes Nauta; Yara Khaluf; Pieter Simoens
Journal:  J R Soc Interface       Date:  2020-05-20       Impact factor: 4.118

3.  Signatures of chaos in animal search patterns.

Authors:  Andy M Reynolds; Frederic Bartumeus; Andrea Kölzsch; Johan van de Koppel
Journal:  Sci Rep       Date:  2016-03-29       Impact factor: 4.379

4.  Intermittent inverse-square Lévy walks are optimal for finding targets of all sizes.

Authors:  Brieuc Guinard; Amos Korman
Journal:  Sci Adv       Date:  2021-04-09       Impact factor: 14.136

5.  Signatures of a globally optimal searching strategy in the three-dimensional foraging flights of bumblebees.

Authors:  Mathieu Lihoreau; Thomas C Ings; Lars Chittka; Andy M Reynolds
Journal:  Sci Rep       Date:  2016-07-27       Impact factor: 4.379

  5 in total

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