2 papers
cs.NE2020
Uncertainty Principle based optimization; new metaheuristics framework
Mojtaba Moattari, Mohammad Hassan Moradi, Emad Roshandel
To more flexibly balance between exploration and exploitation, a new meta-heuristic method based on Uncertainty Principle concepts is proposed in this paper. UP is is proved effect…
cs.NE2019
Modified swarm-based metaheuristics enhance Gradient Descent initialization performance: Application for EEG spatial filtering
Mojtaba Moattari, Mohammad Hassan Moradi, Reza Boostani
Gradient Descent (GD) approximators often fail in the solution space with multiple scales of convexities, i.e., in subspace learning and neural network scenarios. To handle that, o…