Design of Real-time Optimisation Methods with Guaranteed Performance

该项目的目标是开发一个框架，用于在实时应用程序中运行的优化算法的进步。该项目预计将在系统理论和优化领域产生新的知识，并将其应用于时变问题。该项目的预期成果应导致一个新的理论和实践框架，旨在改善现有方法的缺点，这些方法难以迅速对新信息作出反应。这将带来巨大的好处。具体而言，该项目旨在促进技术飞跃，产生更小，更快，更强大的嵌入式系统，如宽带服务，移动的电话，医疗成像，雷达和航空电子设备。

The project aim is the development of a framework for the advancement of optimisation algorithms operating in real-time applications. This project expects to generate new knowledge in the area of systems theory and optimisation, and its application to time-varying problems. Expected outcomes of this project should lead to a new theoretical and practical framework that aims to ameliorate the shortcomings of the existing approaches that struggle to rapidly respond to new information. This should provide significant benefits. Specifically, this project aims to facilitate a technological leap that generates smaller, faster, and more powerful embedded systems such as broadband services, mobile phones, medical imagining, radar and avionics.