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.
翻译:元溶解法利用一些单个解答器来建立更好的解答器。 为了评估元溶解器的性能,我们可以简单地采用通常用于单个解答器的量度(如运行时间或溶液质量),或者采用更具体的评估量度(如测量元溶解器接近其虚拟最佳性能的程度 ) 。 在本文中,根据最近发表的一些著作,我们概述了用于评估(元溶解器)的不同性能度量度,以其优缺点为基础。