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Comparing multicast and newscast communication in evolving agent societies

机译:在不断发展的代理社会中比较多播和新闻广播通信

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This paper investigates the effects of two different communication protocols within an artificial society, where communication and cooperation is necessary to survive. Communication in our system is not a hard-coded behavior, rather it is an evolvable feature. The two protocols we consider differ significantly. Using the first approach, individuals multicast messages that can be received by any individual. In the second approach, based on the so-called newscast computing model, individuals send a message to their list of "friends" only, where this list is frequently updated. These protocols are compared experimentally by their effects on population dynamics and the evolution of communicativeness. The results provide new insights into the niche of newscast-based communication protocols: we identify two essential processes (information being spread and information loosing its value) and consider the ratio of the speeds of these processes as a basic indicator for communication success.
机译:本文研究了人工社会中两种不同的通讯协议的影响,在这种社会中,交流与合作是生存所必需的。我们系统中的通信不是硬编码的行为,而是可演变的功能。我们认为这两种协议有很大的不同。使用第一种方法,个人可以多播可以被任何个人接收的消息。在第二种方法中,基于所谓的新闻广播计算模型,个人仅将消息发送到他们的“朋友”列表,该列表会经常更新。通过比较这些协议对人口动态和交流能力的影响,对它们进行了实验比较。结果为基于新闻广播的通信协议的特殊领域提供了新的见解:我们确定了两个基本过程(信息正在传播和信息失去其价值),并将这些过程的速度之比视为通信成功的基本指标。

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