This report provides a comprehensive analysis of the performance of MindOpt Adapter for CPLEX 12.9 in benchmark testing. CPLEX, recognized as a robust Mixed Integer Programming (MIP) solver, has faced some scrutiny regarding its performance on MIPLIB 2017 when configured to default settings. MindOpt Adapter aims to enhance CPLEX's performance by automatically applying improved configurations for solving optimization problems. Our testing demonstrates that MindOpt Adapter for CPLEX yields successfully solved 231 of the 240 problems in the MIPLIB 2017 benchmark set. This performance surpasses all the other solvers in terms of the number of problems solved and the geometric mean of running times. The report provides a comparison of the benchmark results against the outcomes achieved by CPLEX under its default configuration.

翻译：本报告对MindOpt适配器在CPLEX 12.9基准测试中的性能进行了全面分析。尽管CPLEX被公认为稳健的混合整数规划求解器，但在默认配置下针对MIPLIB 2017基准集的求解性能曾受到一定质疑。MindOpt适配器通过自动应用改进的配置方案来优化求解过程，从而提升CPLEX的性能表现。测试结果表明，采用MindOpt适配器的CPLEX成功求解了MIPLIB 2017基准集的240个问题中的231个。在求解问题数量与运行时间几何均值方面，该表现超越了其他所有求解器。本报告将基准测试结果与CPLEX在默认配置下的求解结果进行了对比分析。