Engineering Applications of Artificial Intelligence ( IF 7.5 ) Pub Date : 2020-11-13 , DOI: 10.1016/j.engappai.2020.104051 Bin Chen , Jie Hu , Jin Qi , Weixing Chen
Facing today’s increasingly complex and high-demanded design missions, the abundant and multifarious design components distributed in different disciplines and locations should be fully considered and elaborately synthesized. However, this involves a large amount of data processing workload which heavily restrains the application and development of the traditional graph-based synthesis methods. Therefore, a concurrent multi-process graph-based design component synthesis method is proposed to break the bottleneck. With this method, the heavy workload can be dynamically and efficiently decentralized and shared in a group of processes working simultaneously and concurrently. As an application, a software prototype is presented, and the design component synthesis of a biochemical heating system is completed with it.
中文翻译:
基于并行多过程图的设计组件综合:框架和算法
面对当今日益复杂和高要求的设计任务,应充分考虑并精心综合考虑分布在不同学科和位置的丰富多样的设计组件。但是,这涉及大量的数据处理工作量,这严重限制了传统的基于图的综合方法的应用和开发。因此,提出了一种基于多进程并发的设计组件综合方法,以克服瓶颈。使用此方法,可以在一组同时并发工作的进程中动态高效地分散和共享繁重的工作负载。作为一个应用程序,提出了一个软件原型,并用它完成了生化加热系统的设计组件综合。