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首页> 外文期刊>Cybernetics and Systems >ARTIFICIAL IMMUNE SYSTEMS IN THE CONTEXT OF MISBEHAVIOR DETECTION
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ARTIFICIAL IMMUNE SYSTEMS IN THE CONTEXT OF MISBEHAVIOR DETECTION

机译:行为不端检测中的人工免疫系统

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摘要

Artificial immune systems (AIS) are one of the most recent approaches in computational intelligence. This emerging field is sometimes referred to as immunological computation. The development of AIS is fostered by the advances made in understanding the complex mechanisms of the biological immune system. They provide efficient and robust information processing capabilities for solving complex problems. They can learn, adapt previously learned information, and perform pattern recognition/classification in a distributed way. This article discusses AIS especially in the context of misbehavior detection in wireless ad hoc (sensor) networks.
机译:人工免疫系统(AIS)是计算智能中的最新方法之一。这个新兴领域有时被称为免疫学计算。通过了解生物免疫系统的复杂机制取得的进展促进了AIS的发展。它们提供了有效而强大的信息处理能力来解决复杂的问题。他们可以学习,改编先前学习的信息,并以分布式方式进行模式识别/分类。本文讨论了AIS,尤其是在无线自组织(传感器)网络中的不良行为检测的情况下。

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