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New language Cofola simplifies combinatorial counting problems

Researchers have introduced Cofola, a new declarative language designed to simplify the solving of combinatorial counting problems. Cofola uses a typed language with primitives for common combinatorial objects like sets, bags, and partitions, alongside relational and arithmetic constraints. The system compiles these specifications into a weighted first-order model counting instance, employing techniques to preserve symmetry and improve tractability for complex problems. AI

影响 Introduces a novel language and methodology for tackling complex combinatorial problems, potentially improving AI's ability to handle enumeration and constraint satisfaction tasks.

排序理由 The cluster contains a research paper detailing a new language for solving combinatorial counting problems. [lever_c_demoted from research: ic=1 ai=1.0]

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  1. arXiv cs.AI TIER_1 English(EN) · Yuanhong Wang, Juhua Pu, Yuxu Zhou, Yuyi Wang, Ond\v{r}ej Ku\v{z}elka ·

    Solving Combinatorial Counting Problems with Weighted First-Order Model Counting

    arXiv:2605.24845v1 Announce Type: new Abstract: Combinatorial counting problems pervade artificial intelligence, statistics, and discrete mathematics. Whether the task is enumerating subsets, multisets, permutations, partitions, or compositions under structural and arithmetic con…