论文标题

在评估(meta-)求解器方法

On the evaluation of (meta-)solver approaches

论文作者

Amadini, Roberto, Gabbrielli, Maurizio, Liu, Tong, Mauro, Jacopo

论文摘要

Meta-Solver方法利用了许多单独的求解器,以构建更好的求解器。为了评估元阶层的性能,可以简单地采用通常用于单个求解器(例如运行时或溶液质量)的指标,或采用更具体的评估指标(例如,通过衡量元溶解剂的距离如何与其虚拟的最佳性能)。在本文中,基于最近发表的一些作品,我们通过其优点和劣势来概述评估(meta-)求解器的不同性能指标。

Meta-solver approaches exploits a number of individual solvers to potentially build a better solver. To assess the performance of meta-solvers, one can simply adopt the metrics typically used for individual solvers (e.g., runtime or solution quality), or employ more specific evaluation metrics (e.g., by measuring how close the meta-solver gets to its virtual best performance). In this paper, based on some recently published works, we provide an overview of different performance metrics for evaluating (meta-)solvers, by underlying their strengths and weaknesses.

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