The Next Step in Intelligent Decision-Support Systems (IDSS): Systems that Learn and Adapt

智能决策支持系统 (IDSS) 的下一步：学习和适应的系统

• 批准号: DP0985723
• 负责人: Em/Prof Zbigniew Michalewicz
• 金额: $ 19.49万
• 依托单位: The University of Adelaide
• 依托单位国家: 澳大利亚
• 项目类别: Discovery Projects
• 财政年份: 2009
• 资助国家: 澳大利亚
• 起止时间: 2009-01-01 至 2014-12-31
• 项目状态: 已结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DP0985723
• 关键词: Next; Step; Intelligent; Decision; Support

This project will benefit Australia's scientific knowledge and technology base in the areas of evolutionary computation, business intelligence, and decision management. The outcomes will advance Australian companies and organisations, as many common yet complex business problems can be better addressed with systems that automatically learn and adapt to environmental changes. Such complex business problems include dynamic scheduling (in the manufacturing sector), resource allocation optimisation (in the defence, mining, and agriculture sectors), and network design optimisation (in the telecommunications and energy sectors).

该项目将有利于澳大利亚在进化计算、商业智能和决策管理领域的科学知识和技术基础。这些成果将推动澳大利亚公司和组织的发展，因为许多常见而复杂的商业问题可以通过自动学习和适应环境变化的系统得到更好的解决。这些复杂的业务问题包括动态调度（在制造业），资源分配优化（在国防，采矿和农业部门），以及网络设计优化（在电信和能源部门）。