TY - GEN
T1 - Researching on the growth operator SWFZIRS of growth evolution algorithms
AU - Sun, Shengjie
AU - Zhong, Sheng
AU - Zhang, Baihai
PY - 2011
Y1 - 2011
N2 - This paper put forward a algorithm to implement the function of growth operator, the algorithm is called SWFZIRS(Sector Window, Window Float, Window Zoom, Immune, Random Search). Sector Window, Window Float, and Window Zoom be used to improve the learning ability, and Immune be used to accumulate experience and to strengthen immunity, and Random Search be used to ensure population diversity. Experiments show that probability of that find global optimal solution is increased.
AB - This paper put forward a algorithm to implement the function of growth operator, the algorithm is called SWFZIRS(Sector Window, Window Float, Window Zoom, Immune, Random Search). Sector Window, Window Float, and Window Zoom be used to improve the learning ability, and Immune be used to accumulate experience and to strengthen immunity, and Random Search be used to ensure population diversity. Experiments show that probability of that find global optimal solution is increased.
KW - Evolution algorithm
KW - Function optimization
KW - Growth operator
KW - SWFZIRS
UR - http://www.scopus.com/inward/record.url?scp=84863083164&partnerID=8YFLogxK
U2 - 10.1109/CIS.2011.38
DO - 10.1109/CIS.2011.38
M3 - Conference contribution
AN - SCOPUS:84863083164
SN - 9780769545844
T3 - Proceedings - 2011 7th International Conference on Computational Intelligence and Security, CIS 2011
SP - 135
EP - 138
BT - Proceedings - 2011 7th International Conference on Computational Intelligence and Security, CIS 2011
T2 - 2011 7th International Conference on Computational Intelligence and Security, CIS 2011
Y2 - 3 December 2011 through 4 December 2011
ER -