Title :
Study on the bidirectional A∗ algorithm based on avoiding risk
Author :
Dian-hua Zhang ; Yi-min Chen
Author_Institution :
Sch. of Comput. Eng. & Sci., Shanghai Univ., Shanghai, China
Abstract :
A* algorithm is an effective algorithm of path planning. In order to speed up the algorithm and reduce the search space, the OPEN table is adopted the fragmentation of hybrid data structure of binary heap and index array. At the same time the coefficient of risk rating is increased, the simulation body can judge straight or bypass the dangerous objects according to the environment, so as not to attack. At the same time, good two-way search stop conditions is set to ensure the effect of the bidirectional search. Relevant tests show that the improved algorithm can effectively solves the problem of path planning in concave terrain faster, and reduces the occupied space.
Keywords :
data structures; database indexing; optimisation; path planning; search problems; OPEN table; bidirectional A* algorithm; bidirectional search; binary heap; hybrid data structure fragmentation; index array; path planning; risk rating coefficient; search space; two-way search stop conditions; Algorithm design and analysis; Arrays; Educational institutions; Silicon; Time complexity; Trajectory; A∗; Risk rating coefficient; path planninging; the smallest binary heap;
Conference_Titel :
Audio, Language and Image Processing (ICALIP), 2014 International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4799-3902-2
DOI :
10.1109/ICALIP.2014.7009768