Research on path planning of robot using adaptive ant colony system
CSTR:
Author:
Affiliation:

Clc Number:

TP18;TP242

Fund Project:

  • Article
  • |
  • Figures
  • |
  • Metrics
  • |
  • Reference
  • |
  • Related
  • |
  • Cited by
  • |
  • Materials
  • |
  • Comments
    Abstract:

    Aimed at the less robustness of conventional path planning method,an adaptive ant colony algorithm is presented to realize the path planning of space robot.The ant colony algorithm modifies the updating method of pheromone based on the distance between the learning times and the closest obstacle to reduce the stagnation behavior of the conventional ant colony algorithm in the initial calculation.Simulation results show that the proposed algorithm can obtain better path with less ants than the conventional ant colony system.

    Reference
    Related
    Cited by
Get Citation
Related Videos

Share
Article Metrics
  • Abstract:
  • PDF:
  • HTML:
  • Cited by:
History
  • Received:
  • Revised:
  • Adopted:
  • Online: May 03,2012
  • Published:
Article QR Code