Literature DB >> 23782535

Exploration-exploitation trade-off features a saltatory search behaviour.

Dimitri Volchenkov1, Jonathan Helbach, Marko Tscherepanow, Sina Kühnel.   

Abstract

Searching experiments conducted in different virtual environments over a gender-balanced group of people revealed a gender irrelevant scale-free spread of searching activity on large spatio-temporal scales. We have suggested and solved analytically a simple statistical model of the coherent-noise type describing the exploration-exploitation trade-off in humans ('should I stay' or 'should I go'). The model exhibits a variety of saltatory behaviours, ranging from Lévy flights occurring under uncertainty to Brownian walks performed by a treasure hunter confident of the eventual success.

Entities:  

Keywords:  Lévy foraging hypothesis; exploration–exploitation trade-off; virtual environments

Mesh:

Year:  2013        PMID: 23782535      PMCID: PMC4043171          DOI: 10.1098/rsif.2013.0352

Source DB:  PubMed          Journal:  J R Soc Interface        ISSN: 1742-5662            Impact factor:   4.118


  19 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.  Lévy flight and Brownian search patterns of a free-ranging predator reflect different prey field characteristics.

Authors:  David W Sims; Nicolas E Humphries; Russell W Bradford; Barry D Bruce
Journal:  J Anim Ecol       Date:  2011-10-17       Impact factor: 5.091

5.  Cognitive neuroscience: decision amid uncertainty.

Authors:  Jonathan D Cohen; Gary Aston-Jones
Journal:  Nature       Date:  2005-07-28       Impact factor: 49.962

6.  The scaling laws of human travel.

Authors:  D Brockmann; L Hufnagel; T Geisel
Journal:  Nature       Date:  2006-01-26       Impact factor: 49.962

7.  The influence of turning angles on the success of non-oriented animal searches.

Authors:  F Bartumeus; J Catalan; G M Viswanathan; E P Raposo; M G E da Luz
Journal:  J Theor Biol       Date:  2008-01-19       Impact factor: 2.691

8.  Fractal reorientation clocks: Linking animal behavior to statistical patterns of search.

Authors:  Frederic Bartumeus; Simon A Levin
Journal:  Proc Natl Acad Sci U S A       Date:  2008-12-05       Impact factor: 11.205

Review 9.  Should I stay or should I go? How the human brain manages the trade-off between exploitation and exploration.

Authors:  Jonathan D Cohen; Samuel M McClure; Angela J Yu
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2007-05-29       Impact factor: 6.237

10.  On the origin and characteristics of noise-induced Lévy walks of E. coli.

Authors:  Franziska Matthäus; Mario S Mommer; Tine Curk; Jure Dobnikar
Journal:  PLoS One       Date:  2011-04-08       Impact factor: 3.240

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  1 in total

1.  Optimal Lévy-flight foraging in a finite landscape.

Authors:  Kun Zhao; Raja Jurdak; Jiajun Liu; David Westcott; Branislav Kusy; Hazel Parry; Philipp Sommer; Adam McKeown
Journal:  J R Soc Interface       Date:  2015-03-06       Impact factor: 4.118

  1 in total

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