The paper presents a collection of analytical benchmark problems specifically selected to provide a set of stress tests for the assessment of multifidelity optimization methods. In addition, the paper discusses a comprehensive ensemble of metrics and criteria recommended for the rigorous and meaningful assessment of the performance of multifidelity strategies and algorithms.
翻译:本文件介绍了专门为评估多种忠诚优化方法而提供一套压力测试而选定的一系列分析性基准问题,此外,本文件还讨论了为严格和有意义地评估多种忠诚战略和算法的绩效而建议的综合指标和标准。