Proceedings of JSPE Semestrial Meeting
2019 JSPE Spring Conference
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Comparison of Schemes for Numerical Representation of Graph Structures
*Victor ParqueTomoyuki Miyashita
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Keywords: graph, network, optimization
CONFERENCE PROCEEDINGS FREE ACCESS

Pages 71-72

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Abstract

The numerical representation of graphs is useful to visualize, sample, and evaluate the design space of graph-based architectures. Although, the concept of representing graphs by numbers has attracted the attention in recent years, the through computational comparison has been elusive. To fill this gap, in this paper we describe our insights when comparing the computational complexity when converting numbers into graphs and vice versa. We show that the optimization-based approach is efficient and advantageous to scale to large graphs.

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© 2019 The Japan Society for Precision Engineering
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