Title :
Model of immune agent and application in path finding of autonomous robots
Author :
Jian-Hua Li ; Sun-an Wang
Author_Institution :
Sch. of Mech. Eng., Xi´an Jiaotong Univ., China
Abstract :
Based on the immune network theory, the main mechanisms of interaction between antibody molecules, an artificial immune agent model and a novel artificial immune system algorithm to solve the moving path finding and cooperation between autonomous robots are put forward. By the simulating experiments, it indicates that the presented immune algorithm can achieve a self-organizing system that is more robust and flexible in dynamic environment.
Keywords :
artificial life; mobile robots; path planning; self-adjusting systems; antibody molecules; artificial immune agent model; artificial intelligence; autonomous robots; immune network theory; self-organizing system;
Conference_Titel :
Machine Learning and Cybernetics, 2003 International Conference on
Print_ISBN :
0-7803-8131-9
DOI :
10.1109/ICMLC.2003.1259820