SOMA
Self-Organizing Migrating Algorithm

News

Great news! The SOMA has been evaluated as the 3rd best algorithm in 100 digit competition amongst 34 algorithms at CEC2019. The 3rd place is shared with DE with the same score.

Selected publications during last 2 years

Skanderova, L., Fabian, T. and Zelinka, I., 2019. Self-adapting self-organizing migrating algorithm.  Swarm and Evolutionary Computation51, p.100593.

Bao, D.Q. and Zelinka, I., 2019. Obstacle Avoidance for Swarm Robot Based on Self-Organizing Migrating Algorithm.  Procedia Computer Science150, pp.425-432.

Kromer, P., Janoušek, J. and Platoš, J., 2019, June. Random Key Self–Organizing Migrating Algorithm for Permutation Problems. In  2019 IEEE Congress on Evolutionary Computation (CEC) (pp. 2878-2885). IEEE.

Zelinka, I., Das, S., Sikora, L. and Šenkeřík, R., 2018. Swarm virus-Next-generation virus and antivirus paradigm?.  Swarm and Evolutionary Computation43, pp.207-224.