The Relationship Between AND/OR Search Spaces and Variable Elimination

نویسنده

  • Robert Mateescu
چکیده

In this paper we compare search and inference in graphical models through the new framework of AND/OR search spaces. Specifically, we compare Variable Elimination (VE) and memoryintensive AND/OR Search (AO) and place algorithms such as graph-based backjumping and no-good learning, as well as Recursive Conditioning [7] and Value Elimination [2] within the AND/OR search space.

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The Relationship Between AND/OR Search and Variable Elimination

In this paper we compare search and inference in graphical models through the new framework of AND/OR search. Specifically, we compare Variable Elimination (VE) and memoryintensive AND/OR Search (AO) and place algorithms such as graph-based backjumping and no-good and good learning, as well as Recursive Conditioning [7] and Value Elimination [2] within the AND/OR search framework.

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تاریخ انتشار 2005