This is a companion piece to my paper on "Example-Based Procedural Modeling Using Graph Grammars." This paper examines some of the theoretical issues in more detail. This paper discusses some more complex parts of the implementation, why certain algorithmic decisions were made, proves the algorithm can solve certain classes of problems, and examines other interesting theoretical questions.

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