论文标题
GTOPX太空任务基准
GTOPX Space Mission Benchmarks
论文作者
论文摘要
这项贡献介绍了GTOPX太空任务基准集合,这是欧洲航天局(ESA)发布的GTOP数据库的扩展。 GTOPX由代表现实世界间空间轨迹设计问题的十个单独的基准实例组成。关于原始的GTOP集合,GTOPX包括三个新的问题实例,具有混合和多目标属性。 GTOPX启用了简化的用户处理,统一的基准功能调用和对原始GTOP实现的一些小错误更正。此外,GTOPX从其原始C ++源代码链接到基于动态链接库的Python和MATLAB,从而确保计算快速准确地对基准测试的复制产生所有三种编程语言。已知空间任务轨迹设计问题是GTOPX中所代表的问题,这是高度非线性的,难以解决。因此,GTOPX集合尤其是希望将高级(META)启发式和混合优化算法纳入测试的研究人员。本文的目的是为研究人员提供手册并参考新近可用的GTOPX基准软件。
This contribution introduces the GTOPX space mission benchmark collection, which is an extension of GTOP database published by the European Space Agency (ESA). GTOPX consists of ten individual benchmark instances representing real-world interplanetary space trajectory design problems. In regard to the original GTOP collection, GTOPX includes three new problem instances featuring mixed-integer and multi-objective properties. GTOPX enables a simplified user handling, unified benchmark function call and some minor bug corrections to the original GTOP implementation. Furthermore, GTOPX is linked from it's original C++ source code to Python and Matlab based on dynamic link libraries, assuring computationally fast and accurate reproduction of the benchmark results in all three programming languages. Space mission trajectory design problems as those represented in GTOPX are known to be highly non-linear and difficult to solve. The GTOPX collection, therefore, aims particularly at researchers wishing to put advanced (meta)heuristic and hybrid optimization algorithms to the test. The goal of this paper is to provide researchers with a manual and reference to the newly available GTOPX benchmark software.