A Comprehensive Survey of Brain Storm Optimization Algorithms

Cheng, Shi1; Sun, Yifei2; Chen, Junfeng3; Qin, Quande4; Chu, Xianghua4; Lei, Xiujuan1; Shi, Yuhui5

10.1109/CEC.2017.7969498

2017

978-1-5090-4602-7

2017 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC)

1637-1644

5-8 June 2017

Donostia-San Sebastian, Spain

345 E 47TH ST, NEW YORK, NY 10017 USA

IEEE

The development, implementation, variant, and future directions of a new swarm intelligence algorithm, brain storm optimization (BSO) algorithm, are comprehensively surveyed. Brain storm optimization algorithm is a new and promising swarm intelligence algorithm, which simulates the human brainstorming process. Through the convergent operation and divergent operation, individuals in BSO are grouped and diverged in the search space/objective space. To the best of our knowledge, there are 75 papers, 8 theses, and 5 patents in total on the development and application of the BSO algorithm. Every individual in the BSO algorithm is not only a solution to the problem to be optimized, but also a data point to reveal the landscape of the problem. Based on the developments of brain storm optimization algorithms, different kinds of optimization problems and real-world applications could be solved.

Brain storm optimization Developmental swarm intelligence Convergent operation Divergent operation

其他

英语

CPCI-S ; EI

National Natural Science Foundation of China[71402103] ; National Natural Science Foundation of China[61672334] ; National Natural Science Foundation of China[61403121]

Computer Science ; Engineering ; Mathematical & Computational Biology

Computer Science, Interdisciplinary Applications ; Engineering, Electrical & Electronic ; Mathematical & Computational Biology

WOS:000426929700211

20173604108764

Optimization ; Storms ; Surveys ; Swarm intelligence

Precipitation:443.3 ; Optimization Techniques:921.5

Web of Science

1.Shaanxi Normal Univ, Sch Comp Sci, Xian, Shaanxi, Peoples R China
2.Shaanxi Normal Univ, Sch Phys & Informat Technol, Xian, Shaanxi, Peoples R China
3.Hohai Univ, Coll IOT Engn, Changzhou, Peoples R China
4.Shenzhen Univ, Dept Management Sci, Shenzhen, Peoples R China
5.Southern Univ Sci & Technol, Dept Comp Sci & Engn, Shenzhen, Peoples R China

Cheng, Shi,Sun, Yifei,Chen, Junfeng,et al. A Comprehensive Survey of Brain Storm Optimization Algorithms[C]. 345 E 47TH ST, NEW YORK, NY 10017 USA:IEEE,2017:1637-1644.