Evolutionary Framework for High Dimensional Problems

高维问题的进化框架

• 批准号: DP210102939
• 负责人: Prof Ruhul Sarker
• 金额: $ 54.47万
• 依托单位: The University of New South Wales
• 依托单位国家: 澳大利亚
• 项目类别: Discovery Projects
• 财政年份: 2021
• 资助国家: 澳大利亚
• 起止时间: 2021-01-01 至 2024-12-31
• 项目状态: 已结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DP210102939
• 关键词: Evolutionary; Framework; Dimensional; Problems

The project aims to develop a novel framework for solving high dimensional decision problems with and without changes. This research is driven by the fact, that there is a huge gap between current research and the methodology needed to solve practical decision problems. In the proposed framework, a number of algorithms will be developed and integrated to generate robust solutions for those problems. The intended scientific outcomes include a novel framework with new techniques, developed by exploiting the impractical assumptions of existing methodologies. Practical outcomes include a robust decision-making tool and strong research training. The developed tool will provide significant cost savings through better decision making in practice.

该项目旨在开发一种新的框架，用于解决高维决策问题，并没有变化。这项研究是由这样一个事实驱动的，即当前的研究与解决实际决策问题所需的方法之间存在巨大差距。在拟议的框架中，一些算法将被开发和集成，以产生这些问题的强大的解决方案。预期的科学成果包括一个新的框架与新技术，开发利用现有方法的不切实际的假设。实际成果包括强大的决策工具和强大的研究培训。开发的工具将通过在实践中更好地决策来节省大量成本。