Title :
Two models of immunization for time dependent optimization
Author :
Gaspar, Alessio ; COLLARD, Philippe
Author_Institution :
I3S Lab., Sophia Antipolis, France
Abstract :
This paper investigates the relevance of the immune system metaphor to time-dependent optimization (TDO). First, we review previous results underlining the over-average reactiveness and robustness featured by Sais (Simple Artificial Immune System) in comparison to well-known evolutionist approaches. Then, we evaluate its immunization capability (i.e. improving its robustness to previously encountered optima) and eventually propose Yasais (Yet Another Simple Artificial Immune System)
Keywords :
biocybernetics; diseases; optimisation; time-varying systems; Sais; Yasais; artificial immune systems; evolutionist approaches; immunization capability; previously encountered optima; reactiveness; robustness; time-dependent optimization; Artificial immune systems; Biological system modeling; Computational biology; Current measurement; Evolution (biology); Immune system; Pattern matching; Robustness; Shape measurement; Space exploration;
Conference_Titel :
Systems, Man, and Cybernetics, 2000 IEEE International Conference on
Conference_Location :
Nashville, TN
Print_ISBN :
0-7803-6583-6
DOI :
10.1109/ICSMC.2000.884974
