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Reactive Dialectic Search Portfolios for MaxSAT

AAAI 2017 · Learning theory and algorithms › Combinatorial and search optimization · approach: Heuristic and local search algorithms · 23 citations (OpenAlex)

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Measured effects reported in the paper

What was changedWhereMeasuredEffect
make dialectic search parameters reactive (HRDS vs static CDS) (ablation)ISAC++ dialectic search portfolio · MSE16 PMS Randombest upper bounds found: 24 -> 37Helped
make dialectic search parameters reactive (HRDS vs static CDS) (ablation)ISAC++ dialectic search portfolio · MSE16 MS Randombest upper bounds found: 76 -> 82Helped
make dialectic search parameters reactive (HRDS vs static CDS) (ablation)ISAC++ dialectic search portfolio · MSE16 MS Craftedaverage time to best bound (s): 6.44 -> 0.80Helped
make dialectic search parameters reactive (HRDS vs static CDS) (ablation)ISAC++ dialectic search portfolio · MSE16 WPMS Craftedaverage time to best bound (s): 17.40 -> 41.68Hurt
add HRDS parameterizations to WPM3 portfolioWPM3 · MSE16 PMS Craftedbest upper bounds found: 106 -> 116Helped
add HRDS parameterizations to WPM3 portfolioWPM3 · MSE16 MS Randombest upper bounds found: 0 -> 83Helped
add HRDS parameterizations to WPM3 portfolioWPM3 · MSE16 WPMS Randombest upper bounds found: 1 -> 99Helped
use HRDS/WPM3 instead of CDS/WPM3 (ablation)WPM3 portfolio · MSE16 PMS Randombest upper bounds found: 25 -> 34Helped

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