{"title":"Layout Design with a Firefly Algorithm for User Interfaces in Vehicle System","authors":"Wang Chen, Hao Yu, Xinyan Li, L. Qu, Zhaoyang Mi","doi":"10.1109/ICISCAE51034.2020.9236921","DOIUrl":null,"url":null,"abstract":"With the advancement of science and technology, the interaction between the occupants and the user interface system is becoming more and more complicated. It is of great value to study the layout of the user interface. Given the interface layout of the user interfaces, this paper uses a firefly algorithm (FA) to optimize the interface layout. First, this paper analyzes the layout characteristics of the user interface and then abstracts this problem into a multi-constrained two-dimensional packing problem. Afterward, we summarized the solution of the two-dimensional packing problem, and we established the mathematical model, where the object is to maximize the space occupancy rate of the interface. Finally, this paper uses the firefly algorithm to solve it. The simulation results show that our method has a good effect and improves the utilization of interface space.","PeriodicalId":355473,"journal":{"name":"2020 IEEE 3rd International Conference on Information Systems and Computer Aided Education (ICISCAE)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 IEEE 3rd International Conference on Information Systems and Computer Aided Education (ICISCAE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICISCAE51034.2020.9236921","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
With the advancement of science and technology, the interaction between the occupants and the user interface system is becoming more and more complicated. It is of great value to study the layout of the user interface. Given the interface layout of the user interfaces, this paper uses a firefly algorithm (FA) to optimize the interface layout. First, this paper analyzes the layout characteristics of the user interface and then abstracts this problem into a multi-constrained two-dimensional packing problem. Afterward, we summarized the solution of the two-dimensional packing problem, and we established the mathematical model, where the object is to maximize the space occupancy rate of the interface. Finally, this paper uses the firefly algorithm to solve it. The simulation results show that our method has a good effect and improves the utilization of interface space.