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Author

Kun Mao

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2026

PALSAT: Deep Cooperation of Unit Propagation and Local Search in Incomplete SAT Solving

The PALSAT (Progressive Activation Local Search for SAT) incomplete solver is proposed, which integrates the core techniques from both sides, Unit Propagation (UP) and LS, and leads to some promising results.

Mingming Jin, Zhijie Kuang, Jiongzhi Zheng et al. · 0 citations
Preprint Aug 2026

Beyond Average Performance: Dynamic Instance Clustering and Specialized Algorithm Design in LLM-Assisted Evolutionary Search

DyCA treats instance clustering as a co-evolving component within the search process, reusing accumulated evaluation data as feature-free signals to progressively partition instances with similar algorithmic response patterns, thereby enabling finer-grained and more adaptive guidance for specialized algorithm design.

Qinglong Hu, Qingfu Zhang, Fei Liu et al. · 0 citations

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