Self-organizing migrating algorithm: review, improvements and comparison

L Skanderova - Artificial Intelligence Review, 2023 - Springer
The self-organizing migrating algorithm (SOMA) is a population-based meta-heuristic that
belongs to swarm intelligence. In the last 20 years, we can observe two main streams in the …

Modified Nelder-Mead self organizing migrating algorithm for function optimization and its application

S Agrawal, D Singh - Applied Soft Computing, 2017 - Elsevier
In this paper, a modified Nelder Mead Self Organizing Migrating Algorithm (mNM-SOMA)
has been presented for solving unconstrained optimization problems. It is based on the …

Hybrid self-organizing migrating algorithm based on estimation of distribution

Z Lin, L juan Wang - 2014 International Conference on …, 2014 - atlantis-press.com
A new hybrid self-organizing migrating algorithm based on estimation of distribution
(HSOMA) is proposed to resolve the defect of premature convergence in the self-organizing …

Log-logistic SOMA with quadratic approximation crossover

D Singh, S Agrawal - International Conference on Computing …, 2015 - ieeexplore.ieee.org
Though population based algorithms performs well to solve many global optimization
problems, many attempts has been made in literature to improve the efficiency of these …

[PDF][PDF] Modified Nelder-Mead Self Organizing Migrating

SAD Singh - Electrical Power & Energy Systems, 2015 - academia.edu
In this paper, a modified Nelder Mead Self Organizing Migrating Algorithm (mNM-SOMA)
has been presented for solving unconstrained optimization problems. It is based on the …