Title :
An improved shortest path algorithm based on orientation rectangle for restricted searching area
Author :
Wenyan Zhou ; Qizhi Qiu ; Peng Luo ; Pei Fang
Author_Institution :
Dept. of Comput. Sci. & Technol., Wuhan Univ. of Technol., Wuhan, China
Abstract :
High complexity of Dijkstra Algorithm limits its application in searching the shortest path in road network. Thus it is necessary to improve the efficiency of searching the shortest path in road network. Combining the existing conventional algorithms for restricted searching area, a shortest path algorithm based on cut-corner orientation rectangle is proposed. Based on orientation rectangle, the algorithm intends to cut corresponding corner areas so as to shrink the searching area. The proposed algorithm makes full use of the statistical parameter of urban road network to gain a reasonable value of the cut-angle. Theoretical calculation and experiment results are presented. All show that the proposed algorithm can apparently enhance the efficiency of searching the shortest path, which can reduce the time-complexity by 10-40% without influencing its reliability compared with existing conventional algorithms.
Keywords :
computational complexity; network theory (graphs); reliability; roads; search problems; statistical analysis; vehicle routing; Dijkstra algorithm complexity; cut-corner orientation rectangle; improved shortest path algorithm; restricted searching area; shortest path searching; statistical parameter; time complexity; urban road network; Algorithm design and analysis; Complexity theory; Heuristic algorithms; Navigation; Roads; Software; Software algorithms; Dijkstra algorithm; orientation rectangle; restricted searching area; shortest path; statistical parameter of urban road network;
Conference_Titel :
Computer Supported Cooperative Work in Design (CSCWD), 2013 IEEE 17th International Conference on
Conference_Location :
Whistler, BC
Print_ISBN :
978-1-4673-6084-5
DOI :
10.1109/CSCWD.2013.6581044