标题： 昆虫副智能的动力学：无意识的蚂蚁群体如何有意义地移动甲虫 显示英文标题

标题： Dynamics of Insect Paraintelligence: How a Mindless Colony of Ants Meaningfully Moves a Beetle

摘要： 在本工作中，开发并形式化了一个新概念，称为随机向量耗散（VDR）。它描述了复杂多组分系统通过过滤随机方向、环境中的信息积累以及代理的自组织机制，从混沌过渡到有序的机制。VDR解释了个体随机策略如何演变为集体目标导向行为，从而在没有集中控制的情况下出现有序结构。为了测试所提出的模型，对“蚂蚁和甲虫”系统进行了数值模拟，在该系统中，代理（蚂蚁）随机选择运动方向，但通过反馈机制和弱策略的过滤，它们形成了甲虫运动的单一协调向量。VDR是一种适用于广泛自组织系统的通用机制，包括生物种群、去中心化的技术网络、社会学过程和人工智能算法。首次提出了在处理蚂蚁和甲虫系统中随机向量耗散时归一化出现函数的方程。首次引入了类智能的概念。昆虫类智能被解释为一种理性功能，在缺乏反射意识和自我意识的情况下，接近或等同于智能活动。 显示英文摘要

摘要： 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.