English(EN) A general optimization solver based on OP-to-MaxSAT reduction

新求解器通过MaxSAT约简统一各类优化问题

作者 PulseAugur 编辑部 · [1 个来源] · 2026-04-27 04:00

研究人员开发了一种名为OP-to-MaxSAT约简的新方法，创建了一个名为GORED的通用优化求解器。该方法通过将各种优化问题转换为MaxSAT实例来统一求解，然后由现有求解器处理。对11种优化问题的实验表明，GORED能够成功解决广泛的问题，其解决方案质量可与专用方法相媲美。 AI

影响引入了一种统一的优化问题解决方法，可能加速跨越不同科学和工程领域的进展。

排序理由学术论文，介绍了一种基于新颖约简方法的新型通用优化求解器。

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arXiv cs.AI TIER_1 English(EN) · Yuxin Zhao, Han Huang, Zhifeng Hao · 2026-04-27 04:00

一种基于OP到MaxSAT约简的通用优化求解器

arXiv:2604.21961v1 Announce Type: cross Abstract: Optimization problems are fundamental in diverse fields, such as engineering, economics, and scientific computing. However, current algorithms are mostly designed for specific problem types and exhibit limited generality in solvin…