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Foraging, either solitarily or collectively, is a necessary behavior for survival that is demonstrated by many organisms. Foraging can be collectively optimized by utilizing communication between the organisms. Examples of such…

生物物理 · 物理学 2018-10-17 Noriyuki P. Tani , Alan Blatt , David A. Quint , Ajay Gopinathan

We study the efficiency of search processes based on Levy flights (LFs) with power-law distributed jump lengths in the presence of an external drift. While LFs turn out to be efficient search processes when relative to the starting point…

统计力学 · 物理学 2013-06-06 Vladimir V. Palyulin , Aleksei V. Chechkin , Ralf Metzler

Levy flights are known to be optimal search strategies in the particular case of revisitable targets. In the relevant situation of non revisitable targets, we propose an alternative model of bidimensional search processes, which explicitly…

统计力学 · 物理学 2009-11-11 O. Benichou , C. Loverdo , M. Moreau , R. Voituriez

We investigate the relationship between communication and search efficiency in a biological context by proposing a model of Brownian searchers with long-range pairwise interaction. After a general study of the properties of the model, we…

We study the efficiency of random search processes based on L{\'e}vy flights with power-law distributed jump lengths in the presence of an external drift, for instance, an underwater current, an airflow, or simply the bias of the searcher…

统计力学 · 物理学 2014-12-24 Vladimir V. Palyulin , Aleksei V. Chechkin , Ralf Metzler

We consider a stationary prey in a given region of space and we aim at detecting optimal foraging strategies. On the one hand, when the prey is uniformly distributed, the best possible strategy for the forager is to be stationary and…

最优化与控制 · 数学 2025-08-20 Serena Dipierro , Giovanni Giacomin , Enrico Valdinoci

This book chapter introduces to the problem to which extent search strategies of foraging biological organisms can be identified by statistical data analysis and mathematical modeling. A famous paradigm in this field is the Levy Flight…

统计力学 · 物理学 2018-04-12 R. Klages

Population dynamics of individuals undergoing birth and death and diffusing by short or long ranged twodimensional spatial excursions (Gaussian jumps or L\'{e}vy flights) is studied. Competitive interactions are considered in a global case,…

统计力学 · 物理学 2013-10-25 E. Heinsalu , E. Hernandez-Garcia , C. Lopez

A biological competition model where the individuals of the same species perform a two-dimensional Markovian continuous-time random walk and undergo reproduction and death is studied. The competition is introduced through the assumption…

生物物理 · 物理学 2011-08-31 E. Heinsalu , E. Hernandez-Garcia , C. Lopez

We present a simple model to study L\'{e}vy-flight foraging in a finite landscape with countable targets. In our approach, foraging is a step-based exploratory random search process with a power-law step-size distribution $P(l) \propto…

L\'evy flights represent the best strategy to randomly search for a target in an unknown environment, and have been widely observed in many animal species. Here, we inspect and discuss recent results concerning human behavior and cognition.…

物理与社会 · 物理学 2013-09-19 Andrea Baronchelli , Filippo Radicchi

Optimal random foraging strategy has gained increasing concentrations. It is shown that L\'evy flight is more efficient compared with the Brownian motion when the targets are sparse. However, standard L\'evy flight generally cannot be…

统计力学 · 物理学 2018-06-05 Yuquan Chen , Derek Hollenbeck , Yong Wang , YangQuan Chen

Animals foraging alone are hypothesized to optimize the encounter rates with resources through L\'evy walks. However, the issue of how the interactions between multiple foragers influence their search efficiency is still not completely…

生物物理 · 物理学 2013-11-12 Kunal Bhattacharya , Tamás Vicsek

We consider a forager diffusing via a fractional heat equation and we introduce several efficiency functionals whose optimality is discussed in relation to the L\'evy exponent of the evolution equation. Several biological scenarios, such as…

偏微分方程分析 · 数学 2022-07-21 Serena Dipierro , Giovanni Giacomin , Enrico Valdinoci

What is the fastest way of finding a randomly hidden target? This question of general relevance is of vital importance for foraging animals. Experimental observations reveal that the search behaviour of foragers is generally intermittent:…

统计力学 · 物理学 2009-11-11 O. Benichou , M. Coppey , M. Moreau , P-H. Suet , R. Voituriez

The L\'evy flight foraging hypothesis asserts that biological organisms have evolved to employ (truncated) L\'evy flight searches due to such strategies being more efficient than those based on Brownian motion. However, we provide here a…

统计力学 · 物理学 2024-04-12 J. C. Tzou , Leo Tzou

We study the kinetics for the search of an immobile target by randomly moving searchers that detect it only upon encounter. The searchers perform intermittent random walks on a one-dimensional lattice. Each searcher can step on a nearest…

统计力学 · 物理学 2015-05-14 Gleb Oshanin , Katja Lindenberg , Horacio S Wio , Sergei Burlatsky

Search strategies based on random walk processes with long-tailed jump length distributions (Levy walks) on the one hand and intermittent behavior switching between local search and ballistic relocation phases on the other, have been…

统计力学 · 物理学 2007-09-17 Michael A. Lomholt , Tal Koren , Ralf Metzler , Joseph Klafter

Animal groups collaborate with one another throughout their lives to better comprehend their surroundings. Here, we try to model, using continuous random walks, how the entire process of birth, reproduction, and death might impact the…

适应与自组织系统 · 物理学 2022-11-07 Sanchayan Bhowal , Ramkrishna Jyoti Samanta , Arnob Ray , Sirshendu Bhattacharyya , Chittaranjan Hens

Cooperation among individuals has been key to sustaining societies. However, natural selection favors defection over cooperation. Cooperation can be favored when the mobility of individuals allows cooperators to form a cluster (or group).…

种群与进化 · 定量生物学 2022-07-21 Genki Ichinose , Daiki Miyagawa , Erika Chiba , Hiroki Sayama
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