An Intelligent Agent Approach to Adaptive Project Management

被引:2
作者
I. Ourdev
S. AbouRizk
机构
[1] HoleSchoolofConstruction,DepartmentofCivilandEnvironmentalEngineering
关键词
intelligent agents; adaptive project management; belief-desire-intention (BDI); high-level architecture (HLA); excavation project; discrete event simulation; Bayesian modelling; uncertainty;
D O I
暂无
中图分类号
TP399-C2 [];
学科分类号
081203 ; 0835 ;
摘要
This paper presents the initial steps to integrating a distributed discrete event simulation system with a framework for intelligent software agents. The resulting system has a simulation component that is based on the high-level architecture (HLA) and an agent component that implements the belief-desire-intention (BDI) approach to agent modelling. The architecture is connected to a real-time information source. The framework was successfully applied to a real-life monitoring system for a tunnel-boring machine excavation project that helped with forecasting and managing the project timelines in response to the changes in the uncertain excavation environment. This project is presented as a test case and demonstrates encouraging results for integrative modelling of large-scale problems with elements of uncertainty.
引用
收藏
页码:121 / 125
页数:5
相关论文
共 15 条
[1]  
Defense modeling and simulation office US Department of Defense. https://www.dmso.mil/public/transition/hla/ . 1998
[2]  
Applying agent technology. Jennings N R,WooldridgeМ. Applied Artificial Intelligence . 1995
[3]  
Intelligent Software Agents. Murch R,,Johnson T. . 1998
[4]  
Bayesian Data Analysis. Gelman A,,Carlin J B,Stern H S,et al. . 2004
[5]  
An Introduction to Modern Bayesian Econo-metrics. Lancaster T. . 2004
[6]  
Simphony:Special purpose simulation template for utility tunnel con-struction. Ruwanpura J,AbouRizk S,Er K C,et al. Proceedings of the1999Winter Simulation Conference . 1999
[7]  
Bayesian Statistical Modeling. Congdon P. . 2007
[8]  
Simulation and Uncertainty Modeling of Project Schedules Estimates. Ourdev I,,AbouRizk S,Al-Bataineh M. Proceedings of the2007Winter Simulation Conference . 2007
[9]  
Understanding Agent Systems. D’Inverno M,,Michael Luck L. . 2003
[10]  
Multiagent Systems:A Modern Approach to Distributed Artificial Intelligence. Woodbridge M. . 2000