GTOPX
收藏arXiv2021-02-17 更新2024-06-21 收录
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资源简介:
GTOPX数据集是由欧洲空间局(ESA)维护的GTOP数据库的扩展版本,专注于全球轨迹优化问题。该数据集包含10个独立的基准实例,每个实例代表一个真实的星际空间轨迹设计问题,涉及混合整数和多目标特性。GTOPX数据集的创建旨在为研究人员提供一个测试高级(元)启发式和混合优化算法的平台。数据集内容包括各种轨迹设计问题,如Cassini1、Cassini2等,每个问题都有其特定的目标和约束。数据集的创建过程涉及从原始GTOP数据库中选择问题,并添加新的问题实例,以增强数据集的多样性和挑战性。GTOPX数据集的应用领域主要集中在航天工程和优化算法的研究,旨在解决复杂的轨迹优化问题,推动相关技术的发展。
The GTOPX dataset is an extended version of the GTOP database maintained by the European Space Agency (ESA), focusing on global trajectory optimization problems. This dataset includes 10 independent benchmark instances, each representing a realistic interplanetary trajectory design problem with mixed-integer and multi-objective characteristics. The GTOPX dataset was created to provide researchers with a platform for testing advanced (meta-)heuristic and hybrid optimization algorithms. The dataset covers various trajectory design problems such as Cassini1, Cassini2, etc., each with its specific objectives and constraints. The development process of the GTOPX dataset involves selecting problems from the original GTOP database and adding new problem instances to enhance the dataset's diversity and challenging nature. The application scenarios of the GTOPX dataset mainly focus on aerospace engineering and optimization algorithm research, aiming to solve complex trajectory optimization problems and promote the development of related technologies.
提供机构:
北海道大学信息创新中心
创建时间:
2020-10-15



