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Research map / Learning theory and algorithms / Combinatorial and search optimization

Steiner Tree Problems with Side Constraints Using Constraint Programming

AAAI 2016 · Learning theory and algorithms › Combinatorial and search optimization · approach: Structure and complexity of constraint reasoning · 9 citations (OpenAlex)

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Measured effects reported in the paper

What was changedWhereMeasuredEffect
add the tree propagator with explanations (ablation)Chuffed STP model · Pure STP, B setgeomean time (s): 18000 (11) -> 17.80 (2)Helped
add the tree propagator with explanations (ablation)Chuffed GoSST model · GoSST, B setgeomean time (s): 330.34(3) -> 50.96 (2)Helped
add the tree propagator with explanations (ablation)Chuffed TSTP model · TSTP, B setgeomean time (s): 5040.19 (8) -> 1.62Helped
add LPLB lower bound over no lower bound (ablation)Chuffed tree propagator · Pure STP, B setgeomean time (s): 17.80 (2) -> 5.17Helped
add SPLB lower bound over no lower bound (ablation)Chuffed tree propagator · Pure STP, B setgeomean time (s): 17.80 (2) -> 22.25 (2)Hurt
enable clause learning (explanations) in LPLB (ablation)Chuffed LPLB · Pure STP, B setgeomean time (s): 6.99 (1) -> 5.17Helped
enable clause learning (explanations) in LPLB (ablation)Chuffed LPLB · TSTP, B setgeomean time (s): 2.29 (1) -> 0.30Helped
enable clause learning (explanations) in LPLB (ablation)Chuffed LPLB · Pure STP, ES20FSTgeomean time (s): 0.47 -> 0.49No clear effect
run SPLB before LPLB (SP+LPLB) instead of LPLB alone (ablation)Chuffed tree propagator · Pure STP, B setgeomean time (s): 5.17 -> 7.11Hurt
use Chuffed with explanations instead of CHOCO3STP solver · GoSST, B setgeomean time (s): 14790.80 (10) -> 37.61 (2)Helped

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