群体智能的跨学科研究综述

Takeshi Kano
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引用次数: 0

摘要

群体智能是由多个智能体根据一套简单的规则相互作用产生的智能,从而产生系统范围的智能。这种智能存在于广泛的生物和社会系统中,生物学家和社会学家通过分析方法以及数学科学家和工程师的综合方法试图理解其潜在原理。另一方面,也有人试图构建不一定基于现实世界现象的人工群体智能系统。本文综述了近年来群体智能领域的跨学科研究进展,并对其发展前景进行了展望。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Review of Interdisciplinary Approach to Swarm Intelligence
Swarm intelligence is intelligence produced by multiple agents interacting with each other according to a simple set of rules, resulting in a system-wide intelligence. Such intelligence is found in a wide range of biological and social systems, and attempts have been made to understand the underlying principles through analytical approaches by biologists and sociologists and synthetic approaches by mathematical scientists and engineers. On the other hand, there are also attempts to construct artificial swarm intelligence systems that are not necessarily based on real-world phenomena. This review describes recent interdisciplinary research on swarm intelligence and its future prospects.
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