cs.AI updates on arXiv.org 10月07日 12:17
曲线布尔逻辑:广义命题逻辑及其应用
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本文介绍了曲线布尔逻辑(CBL),一种通过允许局部真值赋值而不扩展到全局估值来推广命题逻辑的方法。文章阐述了CBL的等价层和排他性图语义,以及一种在平坦极限下保持保守的上下文感知证明演算。同时,对CBL-SAT和基本复杂度进行了形式化,并提出了CBL-AC和CBL-CONS操作符,以优化经典硬件上的矛盾修剪。此外,文章还讨论了噪声模型和统计显著性,并介绍了CBL与其他逻辑框架的关系。

arXiv:2510.04716v1 Announce Type: cross Abstract: Curved Boolean Logic (CBL) generalizes propositional logic by allowing local truth assignments that do not extend to a single global valuation, analogous to curvature in geometry. We give equivalent sheaf and exclusivity-graph semantics and a context-aware proof calculus that is conservative in the flat limit. We formalize CBL-SAT and basic complexity (NP-complete in general) and present operational operators (CBL-AC and CBL-CONS) that prune contradictions earlier on classical hardware. We model noise with iid, AR(1)-correlated, and adversarial bounded perturbations and provide permutation-based significance with Benjamini-Hochberg FDR control. A Colab-ready notebook (ancillary files) regenerates all figures and statistics. We position CBL relative to KCBS, CSW, and sheaf frameworks and outline links to SAT/CSP and robustness/adapter stability in large language models.

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曲线布尔逻辑 命题逻辑 CBL-SAT 噪声模型 统计显著性
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