首页> 外文会议>European Conference on Artificial Intelligence >Solving Pseudo-Boolean Modularity Constraints
【24h】

Solving Pseudo-Boolean Modularity Constraints

机译:解决伪布尔模块化约束

获取原文

摘要

This paper introduces new solving strategies for the resolution of Pseudo-Boolean Modularity (PBMod) constraints. In particular, we deal with modular arithmetic constraints on Boolean variables. On the one hand, we analyze translations to Pseudo-Boolean (PB) constraints and apply PB solvers. We also look at those PB solvers that have shown that a transformation to the SAT problem can be an effective solving strategy for PB problems. Among the existing translation techniques we focus on the encoding based on a network of sorters. We extend this encoding technique to generate directly a SAT formula from the PBMod constraints. We compare our approach to other standard techniques such as Satisfiability Modulo Theories (SMT) solvers with support for the Quantifier Free Linear Integer Arithmetic (QF_LIA) theory and the GLPK package for Mixed Integer Programming. In order to conduct our experimental investigation we present a generator of random PBMod constraints and study the impact of the several parameters on the hardness of the instances.
机译:本文介绍了解决伪布尔模块化(PBMOD)约束的解决策略。特别是,我们处理布尔变量上的模块化算术约束。一方面,我们将翻译分析到伪布尔值(PB)约束并应用PB求解器。我们还研究那些表明对SAT问题的转换的PB求解器可以是PB问题的有效解决策略。在现有的翻译技术中,我们专注于基于分拣机网络的编码。我们扩展了此编码技术以直接从PBMod约束生成SAT公式。我们将我们的方法与其他标准技术进行比较,例如可满足的模数理论(SMT)求解器,支持量化的自由线性整数算术(QF_LIA)理论和用于混合整数编程的GLPK包。为了进行我们的实验研究,我们提出了一种随机PBMOD约束的发电机,研究了几个参数对实例硬度的影响。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号