Creating a human-centered interface between engineers and genetic optimisation algorithms

在工程师和遗传优化算法之间创建以人为本的界面

• 批准号: 2284858
• 金额: --
• 依托单位: Swansea University
• 依托单位国家: 英国
• 项目类别: Studentship
• 财政年份: 2019
• 资助国家: 英国
• 起止时间: 2019 至 无数据
• 项目状态: 已结题
• 来源: https://gtr.ukri.org/projects?ref=studentship-2284858
• 关键词: Creating; human; centered; interface; between

The project will apply the novel interface to the aerospace industry with the objectives of reducing design iteration turnaround time, increasing efficiency of aircraft as per industry regulations, and increasing trust in the results produced by genetic algorithms.The main mode through which the objectives will be accomplished will be with visualisations. Two aspects of the process must be visualised. The first is the performance of the algorithm itself. An increase in trust is sought by increasing transparency in the way the algorithm is behaving through the visualisation of the algorithm. Secondly, by visualising the results of the algorithm in a user-friendly way, turnaround times will decrease and efficiency will increase.

该项目将把新的界面应用于航空航天工业，目标是减少设计迭代周转时间，按照行业法规提高飞机效率，并增加对遗传算法产生的结果的信任。通过可视化实现目标的主要模式将是可视化。这一过程的两个方面必须加以形象化。首先是算法本身的性能。通过算法的可视化来增加算法行为方式的透明度，以寻求增加信任。其次，通过以用户友好的方式可视化算法的结果，周转时间将减少，效率将提高。