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 ...
Scientific Reports volume 13, Article number: 4555 (2023) Cite this article 2914 Accesses 2 Citations 3 Altmetric Metrics details Abstract To develop a novel algorithm based on ray tracing, simulated visual performance and through-focus optimization for an accurate intraocular lens (IOL) power ...
This work proposes a new metaheuristic optimization algorithm, a levy-enhanced opposition-based gradient-based optimizer (LE-OB-GBO), to solve the charging... S Raval,T Natarajan,S Deb - Electronics (2079-9292) 被引量: 0发表: 2023年 An improved arithmetic optimization algorithm for training fe...
Interval type-2 fuzzy neural networks with asymmetric MFs based on the twice optimization algorithm for nonlinear system identification 2023, Information Sciences Citation Excerpt : The experimental results have validated the proposed method. In the study [18], all parameters were learned by the gradien...
Scientific Reports volume 13, Article number: 10667 (2023) Cite this article 3172 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 ...
Tolba MA, Zaki AA, Diab VN, Tulsky AY, Abdelaziz AY (2018) LVCI approach for optimal allocation of distributed generations and capacitor banks in distribution grids based on moth–flame optimization algorithm. Electr Eng 100:2059–2084. https://doi.org/10.1007/s00202-018-0684-x Article Goog...
method in a real-world application by running offline MBO and evaluate the effect of distribution shift on design quality. We find that the intensity of the shift in the design distribution varies based on the number of steps taken by the optimization algorithm, and our simple approach can iden...
In this article a new optimal path planner for mobile robot navigation based on invasive weed optimization (IWO) algorithm has been addressed. This ecologi... PK Mohanty,DR Parhi 被引量: 8发表: 2014年 Optimal path planning for mobile robots using oppositional invasive weed optimization A mobile...
The proposed algorithm adopts a... SZ Martinez,AA Montaño,CA Coello Coello - Evolutionary Computation 被引量: 13发表: 2011年 A deterministic optimization algorithm for nonconvex and combinatorial bi-objective programming any practical multiobjective optimization (MOO) problems include discrete decision...
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