Artificial Intelligence for Modeling Complex Systems: Taming the Complexity of Expert Models to Improve Decision Making.
Yolanda GilDaniel GarijoDeborah KhiderCraig A. KnoblockVarun RatnakarMaximiliano OsorioHernán VargasMinh PhamJay PujaraBasel ShbitaBinh VuYao-Yi ChiangDan FeldmanYijun LinHayley SongVipin KumarAnkush KhandelwalMichael S. SteinbachKshitij TayalShaoming XuSuzanne A. PierceLissa PearsonDaniel Hardesty-LewisEwa DeelmanRafael Ferreira da SilvaRajiv MayaniArmen R. KemanianYuning ShiLorne LeonardScott D. PeckhamMaria StoicaKelly M. CobournZeya ZhangChristopher J. DuffyLele ShuPublished in: ACM Trans. Interact. Intell. Syst. (2021)
Keyphrases
- complex systems
- decision making
- artificial intelligence
- dynamic systems
- mathematical models
- fuzzy cognitive maps
- biological systems
- computational systems
- physical systems
- agent based modeling
- industrial systems
- technical systems
- influence diagrams
- multi agent systems
- agent based models
- discrete event systems
- expert systems
- steady state simulation
- computational model
- cooperative
- manufacturing systems
- decision makers
- complex adaptive systems