Research map / Learning theory and algorithms / Combinatorial and search optimization
Component Caching in Hybrid Domains with Piecewise Polynomial Densities
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Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| use component caching with eager encoding instead of block-clause enumeration | WMI solver · alarm hybrid, 15 missing evidence | execution time (s): BC did not terminate vs CC 0.00 | Helped |
| use component caching instead of AllSAT enumeration | WMI solver · alarm hybrid, 20 missing evidence | execution time (s): 2842.69 -> 0.01 | Helped |
| use component caching instead of AllSAT enumeration | WMI solver · water hybrid, 15 missing evidence | execution time (s): 2282.18 -> 0.01 | Helped |
| use polynomial densities instead of piecewise constant (ablation) | CC · alarm hybrid, no evidence | execution time (s): 3.06 -> 26.94 | Hurt |
| use polynomial densities instead of piecewise constant (ablation) | CC · insurance hybrid, no evidence | execution time (s): 20.77 -> 135.49 | Hurt |
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