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Kuntz G, Huang J, Rask M, Lindgren-Ruby A, Shinsato JY, Bi D, Tabatabai AP. Spatial confinement affects the heterogeneity and interactions between shoaling fish. Sci Rep 2024; 14:12296. [PMID: 38811673 DOI: 10.1038/s41598-024-63245-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Accepted: 05/27/2024] [Indexed: 05/31/2024] Open
Abstract
Living objects are able to consume chemical energy and process information independently from others. However, living objects can coordinate to form ordered groups such as schools of fish. This work considers these complex groups as living materials and presents imaging-based experiments of laboratory schools of fish to understand how activity, which is a non-equilibrium feature, affects the structure and dynamics of a group. We use spatial confinement to control the motion and structure of fish within quasi-2D shoals of fish and use image analysis techniques to make quantitative observations of the structures, their spatial heterogeneity, and their temporal fluctuations. Furthermore, we utilize Monte Carlo simulations to replicate the experimentally observed data which provides insight into the effective interactions between fish and confirms the presence of a confinement-based behavioral preference transition. In addition, unlike in short-range interacting systems, here structural heterogeneity and dynamic activities are positively correlated as a result of complex interplay between spatial arrangement and behavioral dynamics in fish collectives.
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Affiliation(s)
- Gabriel Kuntz
- Department of Physics, Seattle University, Seattle, WA, 98122, USA
| | - Junxiang Huang
- Department of Physics, Northeastern University, Boston, MA, 02115, USA
| | - Mitchell Rask
- Department of Physics, Seattle University, Seattle, WA, 98122, USA
| | | | - Jacob Y Shinsato
- Department of Physics, Seattle University, Seattle, WA, 98122, USA
| | - Dapeng Bi
- Department of Physics, Northeastern University, Boston, MA, 02115, USA
| | - A Pasha Tabatabai
- Department of Physics, Seattle University, Seattle, WA, 98122, USA.
- Physics Department, California Polytechnic State University, San Luis Obispo, CA, 93410, USA.
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Strength-mass scaling law governs mass distribution inside honey bee swarms. Sci Rep 2022; 12:17388. [PMID: 36253489 PMCID: PMC9576786 DOI: 10.1038/s41598-022-21347-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Accepted: 09/26/2022] [Indexed: 01/10/2023] Open
Abstract
To survive during colony reproduction, bees create dense clusters of thousands of suspended individuals. How does this swarm, which is orders of magnitude larger than the size of an individual, maintain mechanical stability? We hypothesize that the internal structure in the bulk of the swarm, about which there is little prior information, plays a key role in mechanical stability. Here, we provide the first-ever 3D reconstructions of the positions of the bees in the bulk of the swarm using x-ray computed tomography. We find that the mass of bees in a layer decreases with distance from the attachment surface. By quantifying the distribution of bees within swarms varying in size (made up of 4000-10,000 bees), we find that the same power law governs the smallest and largest swarms, with the weight supported by each layer scaling with the mass of each layer to the [Formula: see text] power. This arrangement ensures that each layer exerts the same fraction of its total strength, and on average a bee supports a lower weight than its maximum grip strength. This illustrates the extension of the scaling law relating weight to strength of single organisms to the weight distribution within a superorganism made up of thousands of individuals.
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Hysteresis stabilizes dynamic control of self-assembled army ant constructions. Nat Commun 2022; 13:1160. [PMID: 35246567 PMCID: PMC8897433 DOI: 10.1038/s41467-022-28773-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2020] [Accepted: 02/07/2022] [Indexed: 12/03/2022] Open
Abstract
Biological systems must adjust to changing external conditions, and their resilience depends on their control mechanisms. How is dynamic control implemented in noisy, decentralized systems? Army ants’ self-assembled bridges are built on unstable features, like leaves, which frequently move. Using field experiments and simulations, we characterize the bridges’ response as the gaps they span change in size, identify the control mechanism, and explore how this emerges from individuals’ decisions. For a given gap size, bridges were larger after the gap increased rather than decreased. This hysteresis was best explained by an accumulator model, in which individual decisions to join or leave a bridge depend on the difference between its current and equilibrium state. This produces robust collective structures that adjust to lasting perturbations while ignoring small, momentary shifts. Our field data support separate joining and leaving cues; joining is prompted by high bridge performance and leaving by an excess of ants. This leads to stabilizing hysteresis, an important feature of many biological and engineered systems. Army ant bridges are a remarkable example of self-assembled living structures. Here, the authors investigate experimentally how army ant bridges respond to unstable ground, revealing how responses emerge from the decentralized actions of individuals.
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Wagner RJ, Vernerey FJ. Computational exploration of treadmilling and protrusion growth observed in fire ant rafts. PLoS Comput Biol 2022; 18:e1009869. [PMID: 35176019 PMCID: PMC8890740 DOI: 10.1371/journal.pcbi.1009869] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Revised: 03/02/2022] [Accepted: 01/26/2022] [Indexed: 11/20/2022] Open
Abstract
Collective living systems regularly achieve cooperative emergent functions that individual organisms could not accomplish alone. The rafts of fire ants (Solenopsis invicta) are often studied in this context for their ability to create aggregated structures comprised entirely of their own bodies, including tether-like protrusions that facilitate exploration of and escape from flooded environments. While similar protrusions are observed in cytoskeletons and cellular aggregates, they are generally dependent on morphogens or external gradients leaving the isolated role of local interactions poorly understood. Here we demonstrate through an ant-inspired, agent-based numerical model how protrusions in ant rafts may emerge spontaneously due to local interactions. The model is comprised of a condensed structural network of agents that represents the monolayer of interconnected worker ants, which floats on the water and gives ant rafts their form. Experimentally, this layer perpetually contracts, which we capture through the pairwise contraction of all neighboring structural agents at a strain rate of [Formula: see text]. On top of the structural layer, we model a dispersed, on-lattice layer of motile agents that represents free ants, which walk on top of the floating network. Experimentally, these self-propelled free ants walk with some mean persistence length and speed that we capture through an ant-inspired phenomenological model. Local interactions occur between neighboring free ants within some radius of detection, R, and the persistence length of freely active agents is tuned through a noise parameter, η as introduced by the Vicsek model. Both R and η where fixed to match the experimental trajectories of free ants. Treadmilling of the raft occurs as agents transition between the structural and free layers in accordance with experimental observations. Ultimately, we demonstrate how phases of exploratory protrusion growth may be induced by increased ant activity as characterized by a dimensionless parameter, [Formula: see text]. These results provide an example in which functional morphogenesis of a living system may emerge purely from local interactions at the constituent length scale, thereby providing a source of inspiration for the development of decentralized, autonomous active matter and swarm robotics.
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Affiliation(s)
- Robert J. Wagner
- University of Colorado, U.S. Mechanical Engineering Department, Material Science and Engineering Program, Boulder, Colorado, United State of America
| | - Franck J. Vernerey
- University of Colorado, U.S. Mechanical Engineering Department, Material Science and Engineering Program, Boulder, Colorado, United State of America
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5
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Conceptual Design of the Combinable Legged Robot Bio-Inspired by Ants’ Structure. APPLIED SCIENCES-BASEL 2021. [DOI: 10.3390/app11041379] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
This study presents a new combinable multi-legged modular robot that mimics the structures of ants to expand the physical capabilities of the legged robot. To do this, the robot design is focused on exploring a fusion of two robotic platforms, modular and multi-legged, in which both the body frame and the legged structure are designed to be a rectangular prism and a 3-DoF sprawling-type articulated leg structure, respectively. By imitating ants’ claws, the hook-link structure of the robot as the coupling mechanism is proposed. This study includes the platform’s development, and the experimental work on the locomotion in both single and combined modes is carried out. The result of this study proves that mimicking ants’ structure in the proposed robots successfully enhances the capability of the conventional legged robot. It is feasible to use in a multi-robot system to realize ants’ super-organized behavior.
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An agent-based model for community formation process of vampire bats that survive by sharing food. ARTIFICIAL LIFE AND ROBOTICS 2020. [DOI: 10.1007/s10015-020-00649-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Song W, Kim HY, Lee SI, Jablonski PG. Directional raids by army ants as an adaption to patchily distributed food: a simulation model. Anim Cells Syst (Seoul) 2018; 22:267-272. [PMID: 30460107 PMCID: PMC6138339 DOI: 10.1080/19768354.2018.1497708] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2018] [Revised: 06/17/2018] [Accepted: 06/18/2018] [Indexed: 11/24/2022] Open
Abstract
A typical colony of Neotropical army ants (subfamily Ecitoninae) regularly raids a large area around their bivouac by forming a narrow directional column that can reach up to one hundred meters in length. The raid is finished and then relaunched 12–17 times, each time toward different orientation. After completing all bouts the colony relocates to a new area. A hypothetical alternative to this foraging mode is raiding radially and symmetrically by expanding the search front in every direction like a circular bubble. Using an existing agent-based modeling software that simulates army ants’ behavior, we compared the two possible modes of foraging in different food distributions. Regardless of the food patch abundance, the radial raiding was superior to the directional raiding when food patches had low quality, and the directional raiding was favorable when the patches were rich. In terms of energy efficiency, the radial raiding was the better strategy in a wide range of conditions. In contrast, the directional raiding tended to yield more food per coverage area. Based on our model, we suggest that the directional raiding by army ants is an adaptation to the habitats with abundance of high-quality food patches. This conclusion fits well with the ecology of army ants.
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Affiliation(s)
- Woncheol Song
- School of Biological Sciences, Seoul National University, Seoul, South Korea
| | - Ho-Young Kim
- Department of Mechanical and Aerospace Engineering, Seoul National University, Seoul, South Korea.,Institute of Advanced Machines and Design, Seoul National University, Seoul, South Korea
| | - Sang-Im Lee
- School of Biological Sciences, Seoul National University, Seoul, South Korea.,School of Undergraduate Studies, Daegu-Gyeongbuk Institute of Science and Technology, Daegu, South Korea
| | - Piotr G Jablonski
- School of Biological Sciences, Seoul National University, Seoul, South Korea.,Museum and Institute of Zoology, Polish Academy of Sciences, Wilcza, Warsaw, Poland
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Ireland T, Garnier S. Architecture, space and information in constructions built by humans and social insects: a conceptual review. Philos Trans R Soc Lond B Biol Sci 2018; 373:20170244. [PMID: 29967305 PMCID: PMC6030583 DOI: 10.1098/rstb.2017.0244] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/29/2018] [Indexed: 01/23/2023] Open
Abstract
The similarities between the structures built by social insects and by humans have led to a convergence of interests between biologists and architects. This new, de facto interdisciplinary community of scholars needs a common terminology and theoretical framework in which to ground its work. In this conceptually oriented review paper, we review the terms 'information', 'space' and 'architecture' to provide definitions that span biology and architecture. A framework is proposed on which interdisciplinary exchange may be better served, with the view that this will aid better cross-fertilization between disciplines, working in the areas of collective behaviour and analysis of the structures and edifices constructed by non-humans; and to facilitate how this area of study may better contribute to the field of architecture. We then use these definitions to discuss the informational content of constructions built by organisms and the influence these have on behaviour, and vice versa. We review how spatial constraints inform and influence interaction between an organism and its environment, and examine the reciprocity of space and information on construction and the behaviour of humans and social insects.This article is part of the theme issue 'Interdisciplinary approaches for uncovering the impacts of architecture on collective behaviour'.
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Affiliation(s)
- Tim Ireland
- Kent School of Architecture, University of Kent, Canterbury, CT2 7NR, UK
| | - Simon Garnier
- Department of Biological Sciences, New Jersey Institute of Technology, Newark, NJ07102, USA
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Mhatre N, Robert D. The Drivers of Heuristic Optimization in Insect Object Manufacture and Use. Front Psychol 2018; 9:1015. [PMID: 29977216 PMCID: PMC6021527 DOI: 10.3389/fpsyg.2018.01015] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2018] [Accepted: 05/31/2018] [Indexed: 11/17/2022] Open
Abstract
Insects have small brains and heuristics or 'rules of thumb' are proposed here to be a good model for how insects optimize the objects they make and use. Generally, heuristics are thought to increase the speed of decision making by reducing the computational resources needed for making decisions. By corollary, heuristic decisions are also deemed to impose a compromise in decision accuracy. Using examples from object optimization behavior in insects, we will argue that heuristics do not inevitably imply a lower computational burden or lower decision accuracy. We also show that heuristic optimization may be driven by certain features of the optimization problem itself: the properties of the object being optimized, the biology of the insect, and the properties of the function being optimized. We also delineate the structural conditions under which heuristic optimization may achieve accuracy equivalent to or better than more fine-grained and onerous optimization methods.
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Affiliation(s)
- Natasha Mhatre
- Department of Biological Sciences, University of Toronto at Scarborough, Scarborough, ON, Canada
| | - Daniel Robert
- School of Biological Sciences, University of Bristol, Bristol, United Kingdom
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