Author

Zhiguang Cao

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Preprint Oct 2026

Directing to Diversify: Multi-Directional Search for Automatic Heuristic Design

Large language models (LLMs) have demonstrated strong potential to automate heuristic design for NP-hard combinatorial optimization (CO) tasks without human intervention. Recent methods predominantly rely on evolutionary computation (EC) frameworks, where heuristic diversification is mainly induced through EC-like oper...

Jiang-Han Zhu, Jianan Zhou, Fei Liu et al. · 0 citations

Preprint Aug 2026

AutoSND: From Execution Evidence to Structural Policies for Automated Network Dismantling Heuristic Discovery

AutoSND is proposed, a three stage tree search framework for complete network dismantling and achieves better search performance and stability and discovers more competitive and structurally interpretable network disman- tling programs.

Zhijing Hu, Changjun Fan, Yufan Deng et al. · 0 citations