Solving Reconfiguration Problems of First-Order Expressible Properties of Graph Vertices with Boolean Satisfiability

2023 IEEE 35TH INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE, ICTAI(2023)

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摘要
This paper presents a unified framework for capturing a variety of graph reconfiguration problems in terms of first-order expressible properties and proposes a Boolean encoding for formulas in the first-order logic of graphs based on the exploitation of fundamental properties of graphs. We show that a variety of graph reconfiguration problems captured in our framework can be computed in a unified way by combining our encoding and Boolean satisfiability solver in a bounded model checking approach but allowing us to use quantifiers and predicates on vertices to express reconfiguration properties.
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关键词
combinatorial reconfiguration,first-order logic of graphs,model checking,Boolean satisfiability
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