群体本能的自发兴起:基于主体的模拟。

IF 0.6 4区 心理学 Q4 PSYCHOLOGY, MATHEMATICAL Nonlinear Dynamics Psychology and Life Sciences Pub Date : 2019-07-01
Stanislaw Raczynski
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引用次数: 0

摘要

正在研究的问题是,在人工种群中,群体本能的自发上升,种群成员在其原始行为模式中没有植入这种本能的明确刺激。模拟的重点是群体本能的产生,而群体本能最初并没有揭示群居行为。在这个基于智能体的模型中,群体中的成员(智能体)在有限的区域内移动,寻找可再生食物,繁殖,逃离威胁并死亡。模拟了群体本能的进化过程。没有明确的本能强加给代理人。有人指出,寻找食物和恐惧都是导致群体本能上升的因素。本能数量的进化是缓慢的,需要很长的模型时间间隔,运行几百代代理。群体本能是在繁殖过程中遗传自亲本个体的,存在一定的随机偏差。这使得本能的总量进化并达到最佳水平。
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The Spontaneous Rise of the Herd Instinct: Agent-Based Simulation.

The problem being investigated is the spontaneous rise of the herd instinct in an artificial population, where the population members have no explicit stimuli for such instinct implanted in their original behavior patterns. The simulations are focused on the creation of the herd instinct in the population that originally does not reveal the gregarious behavior. In this agent-based model, the members of the population (agents) move over a limited region, look for renewable food, reproduce, escape a threat and die. The evolution of the herd instinct is simulated. No explicit instinct is imposed on the agents. It is pointed out that both the search for food and fear, are factors that cause the rise of the herd instinct. The evolution of the amount of the instinct is slow and needs long model time intervals, running over several hundred generations of the agents. The herd instinct is inherited from parent agents during the reproduction, with certain random deviation. This makes the total amount of the instinct evolve and reach an optimal level.

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来源期刊
CiteScore
1.40
自引率
11.10%
发文量
26
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