An efficient contradiction separation based automated deduction algorithm for enhancing reasoning capability

P Liu, S Chen, J Liu, Y Xu, F Cao, G Wu - Knowledge-Based Systems, 2023 - Elsevier
Automated theorem prover (ATP) for first-order logic (FOL), as a significant inference engine,
is one of the hot research areas in the field of knowledge representation and automated …

Fully reusing clause deduction algorithm based on standard contradiction separation rule

P Liu, Y Xu, J Liu, S Chen, F Cao, G Wu - Information Sciences, 2023 - Elsevier
An automated theorem proving (ATP) system's capacity for reasoning is significantly
influenced by the inference rules it uses. The recently introduced standard contradiction …

A complementary ratio based clause selection method for contradiction separation dynamic deduction

G Zeng, S Chen, J Liu, Y Xu, P Liu - Knowledge-Based Systems, 2024 - Elsevier
Automated reasoning is a key research area of Artificial Intelligence (AI) and has attracted
much greater attention in recent years due to the demands of trustworthy AI, where binary …

基于子句活跃度和复杂度的多元动态演绎算法及应用

林玲瑜, 曹锋, 易见兵, 方旺盛, 李俊… - 计算机工程与科学, 2023 - joces.nudt.edu.cn
一阶逻辑自动定理证明是知识表示与自动推理领域重要的研究内容, 如何有效选取子句参与演绎
是提升自动推理能力和效率的研究热点. 基于多元动态演绎良好的演绎特性 …

命题逻辑中一种矛盾体生成新方法

黎兴玉, 何星星, 马雪, 李莹芳 - 计算机工程与科学, 2023 - joces.nudt.edu.cn
人工智能是用计算机来模拟人的某些思维过程和智能行为的学科. 自动推理中的归结原理是一种
简洁, 可靠且完备的推理规则. 矛盾体的动态多子句协同演绎理论不仅是归结原理的重要延拓 …

An improved contradiction separation dynamic deduction method based on complementary ratio

G Zeng, Y Xu, S Chen - Machine Learning, Multi Agent and Cyber …, 2023 - World Scientific
Automated Theorem Proving (ATP) is hard research of automated reasoning. The inference
mechanism of most state-of-the-art first-order theorem provers is essentially a binary …

Active Deduction Heuristic Algorithm of Standard Contradiction Separation Rule Based on Reinforcement Learning

J Zhong, P Liu, S Chen - 2023 18th International Conference on …, 2023 - ieeexplore.ieee.org
Machine learning has been a prominent research focus in recent years, and integrating
machine learning methods into automated theorem provers has become a current trend in …

Fully reusing clause method based standard contradiction separation rule

P Liu, Y Xu, S Chen, F Cao - Machine Learning, Multi Agent and …, 2023 - World Scientific
Standard contradiction separation rule in first-order logic breaks through binary and static
properties which are two remarkable features of canonical resolution. Standard contradiction …

Clause and Literal Selection Strategies Based on Complementary Pair Distribution for Contradiction Separation Deduction

S Jiang, S Chen - International Conference on AI Logic and Applications, 2023 - Springer
The automated deduction mechanism based on contradiction separation is a novel
deduction mechanism, which has some outstanding features, such as dynamicity, multi …

On structures of regular standard contradictions in propositional logic

X He, Y Li, Y Feng - Information Sciences, 2022 - Elsevier
The contradiction separation (CS) based automated deduction is an extension of the binary
resolution principle for deductive inference rules, whose CSE prover and combined versions …