Title :
Collision-Free Composite ?3Splines Generation for Nonholonomic Mobile Robots by Parallel Variable-Length Genetic Algorithm
Author :
Wei, Jiun-Hau ; Liu, Jing-Sin
Author_Institution :
Inst. of Inf. Sci., Acad. Sinica, Taipei, Taiwan
Abstract :
A G3-continuous path planner for wheeled non-holonomic mobile robots is presented, where the path is a composite curve composed of a number of eta3-splines segments. Based on the variable-length genetic algorithm implemented in the architecture of island parallel genetic algorithm (IPGA), the path planner automatically selects the number and locations of an ordered sequence of intermediate nodes aiming for collision-free shorter composite eta3-spline path generation. The experimental result demonstrates the capability of the proposed evolutionary path planner.
Keywords :
genetic algorithms; mobile robots; path planning; splines (mathematics); G3-continuous path planner; collision-free composite eta3-splines generation; evolutionary path planner; island parallel genetic algorithm; parallel variable-length genetic algorithm; wheeled nonholonomic mobile robots; Biological cells; Concurrent computing; Constraint optimization; Fuels; Genetic algorithms; Information science; Mobile robots; Orbital robotics; Path planning; Spirals;
Conference_Titel :
Computational Intelligence for Modelling Control & Automation, 2008 International Conference on
Conference_Location :
Vienna
Print_ISBN :
978-0-7695-3514-2
DOI :
10.1109/CIMCA.2008.200