# behav: swarms and hybrids, an approach to create and control collective motions (on demand)

AA << demonstrate that it is possible to generate coordinated structures in collective behavior at desired moments with intended global patterns by fine-tuning an inter-agent interaction rule. (Their) strategy employs deep neural networks, obeying the laws of dynamics, to find interaction rules that command desired collective structures. The decomposition of interaction rules into distancing and aligning forces, expressed by polynomial series, facilitates the training of neural networks to propose desired interaction models. Presented examples include altering the mean radius and size of clusters in vortical swarms, timing of transitions from random to ordered states, and continuously shifting between typical modes of collective motions. This strategy can even be leveraged to superimpose collective modes, resulting in hitherto unexplored but highly practical hybrid collective patterns, such as protective security formations. >>

Dongjo Kim, Jeongsu Lee, Ho-Young Kim. Navigating the swarm: Deep neural networks command emergent behaviours. arXiv: 2407.11330v1 [cs.NE]. Jul 16, 2024.️

https://arxiv.org/abs/2407.11330

Also: swarm, flock, behav, AI (artificial intell), in https://www.inkgmr.net/kwrds.html 

Keywords: behav, swarm, flock, AI, artificial intelligence 

# game: flocking by turning away.

<< Flocking, as paradigmatically exemplified by birds, is the coherent collective motion of active agents. As originally conceived, flocking emerges through alignment interactions between the agents. >>️

AA << report that flocking can also emerge through interactions that turn agents away from each other. >>

<< Whereas repulsion often leads to motility-induced phase separation of active particles, here it combines with turn-away torques to produce flocking. Therefore, (AA) findings bridge the classes of aligning and nonaligning active matter. (Their) results could help to reconcile the observations that cells can flock despite turning away from each other via contact inhibition of locomotion.  >>️

AA << work shows that flocking is a very robust phenomenon that arises even when the orientational interactions would seem to prevent it. >>️

️

Suchismita Das, Matteo Ciarchi, Ziqi Zhou, Jing Yan, Jie Zhang, Ricard Alert. Flocking by Turning Away. Phys. Rev. X 14, 031008. Jul 12, 2024.

https://journals.aps.org/prx/abstract/10.1103/PhysRevX.14.031008

Also: Janus, in FonT 

https://flashontrack.blogspot.com/search?q=janus 

Also: game, flock, in https://www.inkgmr.net/kwrds.html 

Keywords: game, flock, Janus

FonT: an approach of this type could hypothetically generate intriguing, bizarre, unexpected game scenarios in various other contexts ...

# gst: apropos of collective behaviors, a visual model to reproduces swarming, schooling, and milling.

<< Animal collective behavior is often modeled with self-propelled particles, assuming each individual has “omniscient” knowledge of its neighbors. Yet, neighbors may be hidden from view and we do not know the effect of this information loss. To address this question, (AA) propose a visual model of collective behavior where each particle moves according to bioplausible visual cues, in particular the optic flow. This visual model successfully reproduces three classical collective behaviors: swarming (no orientational order), schooling (high orientational order), and milling (the group coordinately swirls in a circular pattern). >>️

Diego Castro, Franck Ruffier, Christophe Eloy. Modeling collective behaviors from optic flow and retinal cues. Phys. Rev. Research 6, 023016. Apr 4, 2024. 

https://journals.aps.org/prresearch/abstract/10.1103/PhysRevResearch.6.023016

Also: swarm, flock, behav, particle, in https://www.inkgmr.net/kwrds.html 

Keywords: gst, swarming, flocking, behavior, particle, self-propelled particles

# gst: "birds of a feather flock together", the swarmalators

<< Swarmalators have emerged as a new paradigm for dynamical collective behavior of multi-agent systems due to the interplay of synchronization and swarming that they inherently incorporate. Their dynamics have been explored with different coupling topologies, interaction functions, external forcing, noise, competitive interactions, and from other important viewpoints. Here (AA) take a systematic approach and review the collective dynamics of swarmalators analytically and/or numerically. Long-term states of position aggregation and phase synchronization are revealed in this perspective with some future >>️

Gourab Kumar Sar, Dibakar Ghosh. Dynamics of swarmalators: A pedagogical review. arXiv: 2208.14803v1 [nlin.AO]. Jul 25, 2022. Europhysics Letters 139, 53001. 

doi: 10.1209/ 0295-5075/ac8445. 

https://arxiv.org/abs/2208.14803

Also

Keyword 'swarm' in FonT

https://flashontrack.blogspot.com/search?q=swarm

Keywords: gst, behavior, collective behavior, self-organization, synchronization, spontaneous synchronization, swarm, swarmalators.

# behav: chaotic (jazz) music generated by songbirds during non-mating seasons for opioid reward

<< when songbirds sing during non-mating seasons, it's because singing releases an opioid naturally produced in their brain —that's right, a compound with the same biological makeup of the highly addictive painkillers. >> 

<< Animals—including birds, including humans—we produce our own endogenous opioids, and they reward behaviors naturally, like sexual behavior or feeding behavior, (..) Studies show that endogenous opioids also make play rewarding. Songbirds learn their songs, and must practice. When we listened to birds practicing in flocks, it almost sounded as if they were playing around with the notes. Darwin even suggested that birds in flocks may be singing for 'their own amusement.' So, we thought if singing is a playful behavior, it should involve opioids. >> Lauren Riters. 

<< in starlings, endogenous opioid-prompted song is evolutionarily advantageous, because singing in flocks allows them an opportunity to practice their song to prepare for the mating season. It might not be the most beautiful to listen to—Riters likened their chaotic song to freeform jazz—but that's okay. To them, it's just a warm-up for when they start looking for a mate. >> 

Songbirds sing, like humans flock, for opioid reward. University of Wisconsin-Madison. Oct 02, 2020. 

https://phys.org/news/2020-10-songbirds-humans-flock-opioid-reward.html

Stevenson, S.A., Piepenburg, A., et al. Endogenous opioids facilitate intrinsically-rewarded birdsong. Sci Rep 10, 11083. doi: 10.1038/ s41598-020-67684-1. Jul 6, 2020.

https://www.nature.com/articles/s41598-020-67684-1

# life: apropos of "herd immunity" ... ,

Apropos of  "herd immunities" ..., 

here a subtle, bizarre convergence with a specific traditional medical behavior, clearly annotaded in the field of ethnomedicine: the "saliva healers"

keyword "saliva" in Notes  (quasistochastic-poetry)

https://inkpi.blogspot.com/search?q=saliva

keyword "saliva" in FonT

https://flashontrack.blogspot.com/search?q=saliva

keyword "herd | flock immunity" in NCBI

https://www.ncbi.nlm.nih.gov/m/pubmed/?term=%22Herd+immunity%22

https://www.ncbi.nlm.nih.gov/m/pubmed/30273325/?i=2&from=%22flock%20immunity%22

Also:  "pruneto di sputo" in  "aqa (any question answered)". May 21, 2005

(quasistochastic-poetry)

https://inkpi.blogspot.com/2005/05/1781-aqa-any-question-answered.html

Also: "dall'orli frangiati di sopratoniche".   in "a pain-suppressive effect".  Nov 14, 2006. (quasistochastic-poetry).

https://inkpi.blogspot.com/2006/11/2086-pain-suppressive-effect.html

# behav: how (and when) multiple bird species fly and feed together, like a K-pop band

<< Birds of a feather don't always flock together: Peer into a forest canopy, and you will likely spot multiple bird species flying and feeding together, a phenomenon most spectacular in the Amazon where 50 species may travel as a unit. But are birds in these mixed flocks cooperating with one another or competing?  A new study suggests both. >>

<< Species kept competition within the flock low, however, by differentiating their foraging technique, their choice of hunting spot or the general distance they kept from a tree trunk. >>

Natalie Van Hoose. How bird flocks with multiple species behave like K-pop groups. Florida Museum of Natural History.  Feb 12, 2020

https://m.phys.org/news/2020-02-bird-flocks-multiple-species-k-pop.html

Harrison H Jones, Mitchell J Walters, Scott K Robinson. Do similar foragers flock together? Nonbreeding foraging behavior and its impact on mixed-species flocking associations in a subtropical region.  The Auk, ukz079.  doi: 10.1093/auk/ukz079. Feb 12, 2020.

https://academic.oup.com/auk/advance-article-abstract/doi/10.1093/auk/ukz079/5731484

k-pop band  

https://en.m.wikipedia.org/wiki/K-pop

# psych: birds of a feather flock together; why there are dysfunctional politicians.

“If we have dysfunctional politicians, it’s because we have a dysfunctional electorate,"

Paul Ratner. Neil deGrasse Tyson Explains Why We Have Dysfunctional Politicians. March 10, 2017.

https://bigthink.com/paul-ratner/neil-degrasse-tyson-reveals-what-he-would-do-as-president  

Also

<< A study found that people with psychopathic traits are more likely to be attracted to others on the same psychopathic spectrum. >>

<< Psychopathic qualities include lack of empathy, lack of remorse, and other antisocial traits. >>

<< Psychopathic traits aren't that attractive to non-psychopathic individuals. >>

Mike Colagrossi. Psychopaths are attracted to other psychopaths. New psychological research suggests that psychopaths are attracted to others with their same disposition. Nov 2, 2018.

https://bigthink.com/sex-relationships/psychopaths-are-attracted-to-other-psychopaths

Ashley L. Watts  Jessica C. Rohr, et al. Do psychopathic birds of a feather flock together? Psychopathic personality traits and romantic preferences. Journal of Personality. April 16, 2018. doi: 10.1111/jopy.12394.

https://onlinelibrary.wiley.com/doi/abs/10.1111/jopy.12394

# s-gst: together, in complex flock configurations

<< Moving particles  with no memory can  group  together in complex flock configurations using only instantaneous cues >>

Flocks Without Memory. Dec. 8, 2016

https://physics.aps.org/synopsis-for/10.1103/PhysRevLett.117.248001

Lucas Barberis, Fernando Peruani. Large-Scale Patterns in a Minimal Cognitive Flocking Model: Incidental Leaders, Nematic Patterns, and Aggregates Patterns. Phys. Rev. Lett. 117 , 248001. Publ. 6 Dec. 2016

http://journals.aps.org/prl/abstract/10.1103/PhysRevLett.117.248001