Snow Avalanches AlgorithmThis paper proposes a novel efficient inspired algorithm based on snow avalanches in nature which is named the Snow Avalanches Algorithm (SAA), for solving the benchmark and engineering optimization problems and determining the global solution. The proposed algorithm is modeled ...
In this work, a novel optimization algorithm for non-stationary sequence prediction is proposed. A moving window with exponential decay is used to restrict the calculation on a stationary subsequence. In the proposed algorithm NS-Adam, the length of the stationary window is manually selected. One ...
Pelican Optimization Algorithm (POA)16, Marine Predator Algorithm (MPA)17, Orca Predation Algorithm (OPA)18, Whale Optimization Algorithm (WOA)19, which numerous efforts
In addition, the implementation of OOA on twenty-two real-world constrained optimization problems from the CEC 2011 test suite shows the high capability of... M Dehghani,P Trojovsk 被引量: 0发表: 2023年 A novel meta-heuristic search algorithm for solving optimization problems: capuchin search ...
We also develop an optimization algorithm that enables the iterative search for the optimal hyper-parameter setting without the need for repeated experiments, which prevents additional privacy overhead. Furthermore, we evaluate the utility of the proposed mechanism by assessing the variance of the ...
Scientific Reports volume 13, Article number: 10667 (2023) Cite this article 3680 Accesses Metrics details Abstract In recent years, highway accidents occur frequently, the main reason is that there is always foreign body invasion on the highway, which makes people unable to respond to ...
Kumar R, Sadu A, Kumar R, Panda SK (2012) A novel multi-objective directed bee colony optimization algorithm for multi-objective emission constrained economic power dispatch. Int J Electr Power Energy Syst 43(1):1241–1250.https://doi.org/10.1016/j.ijepes.2012.06.011 ...
Owner zoq commented Dec 15, 2023 Keyword: sgd Revisiting the Last-Iterate Convergence of Stochastic Gradient Methods Authors: Authors: Zijian Liu, Zhengyuan Zhou Subjects: Machine Learning (cs.LG); Optimization and Control (math.OC); Machine Learning (stat.ML) Arxiv link: https://arxiv.org...
Optimal energy management of electric vehicles using slap swarm optimization and differential flatness control has been proposed. A battery–supercapacitor power system is adopted. Each source is connected in parallel to the DC-bus using DC–DC bidirecti
To develop a novel algorithm based on ray tracing, simulated visual performance and through-focus optimization for an accurate intraocular lens (IOL) power calculation. Custom-developed algorithms for ray tracing optimization (RTO) were used to combine the natural corneal higher-order aberrations (HOAs...