算法组合设计的新技术
New Techniques for Algorithm Portfolio Design
摘要：
我们提出并评估新的技术设计算法组合。在我们看来，这个问题既有调度方面，也有机器学习方面。先前的工作主要是孤立地解决这两个方面中的一个。最近的工作调度方面的问题的基础上，我们提出了一种技术，同时解决这两个方面，有吸引力的理论保证。实验上，我们表明，这种技术可以用来提高性能的最先进的算法布尔可满足性，零一整数规划，和AI。规划
英文摘要：
We present and evaluate new techniques for designing algorithm portfolios. In our view, the problem has both a scheduling aspect and a machine learning aspect. Prior work has largely addressed one of the two aspects in isolation. Building on recent work on the scheduling aspect of the problem, we present a technique that addresses both aspects simultaneously and has attractive theoretical guarantees. Experimentally, we show that this technique can be used to improve the performance of state-of-the-art algorithms for Boolean satisfiability, zero-one integer programming, and A.I. planning.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
