Title :
Applying Color Code Coordinated LRTA* (C3LRTA*) Algorithm on Multiple Targets
Author :
Niazi, Muaz ; Manzoor, Umar ; Ijaz, Kiran
Author_Institution :
Dept. of Comput. Sci., Nat. Univ. of Comput. & Emerging Sci., Islamabad
Abstract :
In this paper, we have modified original LRTA* and C3LRTA* Algorithms, instead of single target we have use multiple targets in randomly generated mazes. Both modified algorithms have been applied to solve randomly generated mazes with multiple targets. We have evaluated both modified algorithms on a large number of test cases with random obstacles and varying obstacle ratio. Through simulation experiments, we have shown that C3LRTA* is effective in both search time and solution quality. In addition, the strategy used in C3LRTA* can be made more efficient if the number of agents and/or obstacle ratio is increased
Keywords :
computational complexity; learning (artificial intelligence); multi-agent systems; search problems; C3LRTA* Algorithm; Color Code Coordinated LRTA*; Learning Real Time Algorithm; multiagent systems; multiple targets; randomly generated mazes; simulation experiments; Color; Computer science; Distributed computing; Genetic algorithms; Multiagent systems; Performance analysis; Search methods; Search problems; Space exploration; System testing;
Conference_Titel :
9th International Multitopic Conference, IEEE INMIC 2005
Conference_Location :
Karachi
Print_ISBN :
0-7803-9429-1
Electronic_ISBN :
0-7803-9430-5
DOI :
10.1109/INMIC.2005.334506