Evolutionary Acquisition of Multiple TTSP Graph Patterns with Wildcards by Clustering TTSP Graphs

Yuma Kawasaki,Tetsuhiro Miyahara,Tetsuji Kuboyama,Yusuke Suzuki,Tomoyuki Uchida

2021 IEEE 12th International Workshop on Computational Intelligence and Applications (IWCIA)（2021）

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摘要

Knowledge acquisition from graph structured data is an important task in machine learning and data mining. TTSP (Two-Terminal Series Parallel) graphs are used as data models for electric networks and scheduling. We propose a multiple TTSP graph pattern, which is a finite set of TTSP graph patterns, with wildcards and give a clustering procedure of TTSP graphs. Then we propose an evolutionary learn...

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关键词

evolutionary method,genetic programming,Two-Terminal Series Parallel graphs,graph structured patterns,wildcards

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