Title :
Optimal control as a source of intelligent behaviour
Author :
Papageorgiou, Markos
Author_Institution :
Dynamic Syst. & Simulation Lab., Crete Tech. Univ., Chania, Greece
Abstract :
The paper´s principle aim is to demonstrate, via selected application examples from the areas of traffic networks, water systems, and autonomous mobile robots, the potential of optimal control approaches in making intelligent real-time decisions. A generic optimal control problem, the corresponding necessary conditions of optimality, and a numerical solution algorithm are presented first. The application areas are briefly described and the corresponding optimal results are shown to reflect a problem-specific but designer-independent intelligent behaviour
Keywords :
discrete time systems; intelligent control; mobile robots; optimal control; road traffic; traffic control; velocity control; waste disposal; autonomous mobile robots; intelligent behaviour; intelligent real-time decisions; necessary optimality conditions; optimal control; problem-specific designer-independent intelligent behaviour; traffic networks; water systems; Artificial intelligence; Communication system traffic control; Cost function; Humans; Intelligent control; Intelligent networks; Intelligent robots; Mobile robots; Optimal control; Traffic control;
Conference_Titel :
Intelligent Control, 1997. Proceedings of the 1997 IEEE International Symposium on
Conference_Location :
Istanbul
Print_ISBN :
0-7803-4116-3
DOI :
10.1109/ISIC.1997.626515