Comment on "Inverse Square L\'evy Walks are not Optimal Search Strategies for d $\geq$ 2" [Phys. Rev. Lett. 124, 080601 (2020)]
Physical Review Letters 126, 048901 (2021) It is widely accepted that inverse square L\'evy walks are optimal search strategies because they maximize the encounter rate with sparse, randomly distributed, replenishable targets when the search restarts in the vicinity of the previously visited ta...
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Zusammenfassung: | Physical Review Letters 126, 048901 (2021) It is widely accepted that inverse square L\'evy walks are optimal search
strategies because they maximize the encounter rate with sparse, randomly
distributed, replenishable targets when the search restarts in the vicinity of
the previously visited target, which becomes revisitable again with high
probability, i.e., non-destructive foraging [Nature 401, 911 (1999)]. The
precise conditions for the validity of this L\'evy flight foraging hypothesis
(LFH) have been widely described in the literature [Phys. Life Rev. 14, 94
(2015)]. Nevertheless, three objecting claims to the LFH have been raised
recently for $d \geq 2$: (i) the capture rate $\eta$ has linear dependence on
the target density $\rho$ for all values of the L\'evy index $\alpha$; (ii)
"the gain $\eta_{max}/\eta$ achieved by varying $\alpha $ is bounded even in
the limit $\rho \to 0 $" so that "tuning $\alpha$ can only yield a marginal
gain"; (iii) depending on the values of the radius of detection $a$, the
restarting distance $l_c$ and the scale parameter $s$, the optimum is realized
for a range of $\alpha$ [Phys. Rev. Lett. 124, 080601 (2020)]. Here we answer
each of these three criticisms in detail and show that claims (i)-(iii) do not
actually invalidate the LFH. Our results and analyses restore the original
result of the LFH for non-destructive foraging. |
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DOI: | 10.48550/arxiv.2103.10865 |