TY - GEN
T1 - Brain storm optimization algorithm with modified step-size and individual generation
AU - Zhou, Dadian
AU - Shi, Yuhui
AU - Cheng, Shi
N1 - Funding Information:
The authors’ work is partially supported by National Natural Science Foundation of China under grant No.60975080, and Suzhou Science and Technology Project under Grant No.SYJG0919.
PY - 2012
Y1 - 2012
N2 - Brain Storm Optimization algorithm is inspired from the humans' brainstorming process. It simulates the problem-solving process of a group of people. In this paper, the original BSO algorithm is modified by amending the original BSO. First the step-size is adapted according to the dynamic range of individuals on each dimension. Second, the new individuals are generated in a batch-mode and then selected into the next generation. Experiments are conducted to demonstrate the performance of the modified BSO by testing on ten benchmark functions. The experimental results show that the modified BSO algorithm performs better than the original BSO.
AB - Brain Storm Optimization algorithm is inspired from the humans' brainstorming process. It simulates the problem-solving process of a group of people. In this paper, the original BSO algorithm is modified by amending the original BSO. First the step-size is adapted according to the dynamic range of individuals on each dimension. Second, the new individuals are generated in a batch-mode and then selected into the next generation. Experiments are conducted to demonstrate the performance of the modified BSO by testing on ten benchmark functions. The experimental results show that the modified BSO algorithm performs better than the original BSO.
KW - Adaptive step-size
KW - Brain Storm Optimization
KW - Selection
UR - http://www.scopus.com/inward/record.url?scp=84875109862&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-30976-2_29
DO - 10.1007/978-3-642-30976-2_29
M3 - Conference Proceeding
AN - SCOPUS:84875109862
SN - 9783642309755
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 243
EP - 252
BT - Advances in Swarm Intelligence - Third International Conference, ICSI 2012, Proceedings
T2 - 3rd International Conference on Swarm Intelligence, ICSI 2012
Y2 - 17 June 2012 through 20 June 2012
ER -