Title :
Learning lessons from the common cold: How reducing parasite virulence improves coevolutionary optimization
Author :
Cartlidge, John ; Bullock, Seth
Author_Institution :
Sch. of Comput., Leeds Univ., UK
fDate :
6/24/1905 12:00:00 AM
Abstract :
Inspired by the virulence of natural parasites, a novel approach is developed to tackle disengagement, a detrimental phenomenon coevolutionary systems sometimes experience. After demonstrating beneficial results in a simple model, minimum comparison sorting networks are coevolved, with results suggesting that moderating parasite virulence can help in practical problem domains
Keywords :
competitive algorithms; cooperative systems; evolutionary computation; sorting; coevolutionary optimization; common cold; detrimental phenomenon; disengagement; minimum-comparison sorting networks; parasite virulence; Collaboration; Degradation; Equations; Evolutionary computation; Informatics; Measurement standards; Safety; Sorting; Steady-state;
Conference_Titel :
Evolutionary Computation, 2002. CEC '02. Proceedings of the 2002 Congress on
Conference_Location :
Honolulu, HI
Print_ISBN :
0-7803-7282-4
DOI :
10.1109/CEC.2002.1004451