Dynamics of Insect Paraintelligence: How a Mindless Colony of Ants Meaningfully Moves a Beetle
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arXiv
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| Format: | Preprint |
| Publié: |
2025
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| _version_ | 1866915212028805120 |
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| author | Knar, Eldar |
| author_facet | Knar, Eldar |
| contents | In this work, a new concept called Vector Dissipation of Randomness (VDR) is developed and formalized. It describes the mechanism by which complex multicomponent systems transition from chaos to order through the filtering of random directions, accumulation of information in the environment, and self-organization of agents. VDR explains how individual random strategies can evolve into collective goaldirected behavior, leading to the emergence of an ordered structure without centralized control. To test the proposed model, a numerical simulation of the "ant and beetle" system was conducted, in which agents (ants) randomly choose movement directions, but through feedback mechanisms and filtering of weak strategies, they form a single coordinated vector of the beetles movement. VDR is a universal mechanism applicable to a wide range of self-organizing systems, including biological populations, decentralized technological networks, sociological processes, and artificial intelligence algorithms. For the first time, an equation of the normalized emergence function in the processing of vector dissipation of randomness in the Ant and Beetle system has been formulated. The concept of paraintelligence was introduced for the first time. Insect paraintelligence is interpreted as a rational functionality that is close to or equivalent to intelligent activity in the absence of reflexive consciousness and selfawareness. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2503_18858 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Dynamics of Insect Paraintelligence: How a Mindless Colony of Ants Meaningfully Moves a Beetle Knar, Eldar Physics and Society Neural and Evolutionary Computing Other Quantitative Biology Populations and Evolution 65, 94, 97 In this work, a new concept called Vector Dissipation of Randomness (VDR) is developed and formalized. It describes the mechanism by which complex multicomponent systems transition from chaos to order through the filtering of random directions, accumulation of information in the environment, and self-organization of agents. VDR explains how individual random strategies can evolve into collective goaldirected behavior, leading to the emergence of an ordered structure without centralized control. To test the proposed model, a numerical simulation of the "ant and beetle" system was conducted, in which agents (ants) randomly choose movement directions, but through feedback mechanisms and filtering of weak strategies, they form a single coordinated vector of the beetles movement. VDR is a universal mechanism applicable to a wide range of self-organizing systems, including biological populations, decentralized technological networks, sociological processes, and artificial intelligence algorithms. For the first time, an equation of the normalized emergence function in the processing of vector dissipation of randomness in the Ant and Beetle system has been formulated. The concept of paraintelligence was introduced for the first time. Insect paraintelligence is interpreted as a rational functionality that is close to or equivalent to intelligent activity in the absence of reflexive consciousness and selfawareness. |
| title | Dynamics of Insect Paraintelligence: How a Mindless Colony of Ants Meaningfully Moves a Beetle |
| topic | Physics and Society Neural and Evolutionary Computing Other Quantitative Biology Populations and Evolution 65, 94, 97 |
| url | https://arxiv.org/abs/2503.18858 |