An Immune Multi-agent Based Decision Support System for the Control of Public Transportation Systems

被引:2
|
作者
Mnif, Salima [1 ]
Elkosantini, Sabeur [2 ]
Darmoul, Saber [2 ]
Ben Said, Lamjed [1 ]
机构
[1] Univ Tunis, High Inst Management Tunis, SOIE Lab, Tunis, Tunisia
[2] King Saud Univ, Dept Ind Engn, Riyadh, Saudi Arabia
关键词
Multi-agent system; Biological immune system; Artificial immune system; Negative selection theory; Immune memory; Public transport control;
D O I
10.1007/978-3-319-39387-2_16
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Public Transportation Systems ( PTSs) are always subjected to disturbances and need a real time monitoring and control to maintain its performance at acceptable levels. In PTS, several types of disturbances can affect buses such as accidents, delays and traffic jams that can also affect schedules so dramatically that these schedules could become useless. Consequently, it becomes a necessity to develop a Decision Support System ( DSS) able to help human regulator in managing PTS efficiently, and to provide users with high quality services, in terms of punctuality, frequency and productivity. In this paper, a reactive and decentralized DSS is developed for the control of PTS based on the biological immune theory. This DSS is an artificial immune system, which presents many interesting capabilities, including identification, learning, memory and distributed parallel processing. Through experimental validation, we show that this exploratory approach seems to be promising.
引用
收藏
页码:187 / 198
页数:12
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