The adaptive evolution mechanism of autonomous transportation system architecture
This paper proposes a novel approach that utilizes ontology technology and semantic logic representation,which can construct a standardized knowledge repository in the form of a knowledge graph(KG)for autonomous transportation system(ATS).In addition,an architecture-adaptive transformation schema,to facilitate the automatic evolution of specific architectures across generations,grounded in evolutionary analysis is designed in accordance with inferring the system's evolutionary trajectory.To validate the schema,a fair and comprehensive assessment involving rational,efficient,and effective is achieved based on an open-source KG of ATS.The summarized results can,experimentally,showcase the potential of the proposed approach to meet the evolving requirements of transportation system has got,and continuously get transformed to ATS.
autonomous transportation systemevolution analysisknowledge graphontologysemantic web
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