DocumentCode
3180576
Title
Various temperature parameter control methods in Q value-based Dynamic Programming with Boltzmann Distribution
Author
Yu, Shanqing ; Mabu, Shingo ; Mainali, Manoj Kanta ; Shimada, Kaoru ; Hirasawa, Kotaro
Author_Institution
Grad. Sch. of Inf., Production & Syst., Waseda Univ., Fukuoka, Japan
fYear
2010
fDate
10-13 Oct. 2010
Firstpage
2677
Lastpage
2683
Abstract
In order to alleviate the congestion in modern metropolises with over crowded traffics and improve the efficiency of Intelligent Transportation Systems, three temperature parameter control methods of Q value-based Dynamic Programming with Boltzmann Distribution have been proposed in this paper. The simulation result shows that each method has its own areas of expertise depending on its features and all of the methods could improve the efficiency of the traffic system comparing with the conventional Greedy Method.
Keywords
automated highways; dynamic programming; statistical distributions; temperature control; Boltzmann distribution; Q value-based dynamic programming; greedy method; intelligent transportation systems; temperature parameter control methods; traffic system; Indexes; Boltzmann Distribution; Greedy Method; Q value-based Dynamic Programming; Temperature Parameter;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems Man and Cybernetics (SMC), 2010 IEEE International Conference on
Conference_Location
Istanbul
ISSN
1062-922X
Print_ISBN
978-1-4244-6586-6
Type
conf
DOI
10.1109/ICSMC.2010.5641892
Filename
5641892
Link To Document