To solve this issue without adding training costs, we propose an ensemble of meta-optimizers that were generated one by one through utilizing periodic annealing on the learning rate during the meta-training process. Such a combination of meta-learning and ensemble learning demonstrates a powerful ...
zldrobit创建了一个ftlite的分支，https://github.com/zldrobit/yolov5.git。要使用这个方法文章中步骤...
C.1 META-PROMPT FOR MATH OPTIMIZATION Figure 19: An example of the meta-prompt for linear regression. The blue text contains solution-score pairs; the orange text are meta-instructions. Figure 20: An example of the meta-prompt for Traveling Salesman Problems with problem sizen = 20. The bl...
Originally, I built this model in tensorflow 1.1x and I transferred the model to TF 2.0 manually to use tf.keras. It is working but it shows me this error message (E tensorflow/core/grappler/optimizers/meta_optimizer.cc:502] layout failed: Invalid argument: size of values 0 does not matc...
Decoupling Adaptation from Modeling with Meta-Optimizers for Meta LearningSébastien M. R. ArnoldShariq IqbalFei Sha
In this paper, a variant based on Levy flight was proposed to enhance the performance of two recently proposed optimizers. The first optimizer used in the study is Sine-Cosine Algorithm ( SCA) while the second is Whale Optimization Algorithm (WOA). Both optimizers are composed of two phases ...
Thus to handle such type of problem, this work presents Spark-BGWO and Spark-BWOA, an Apache Spark-based parallel implementation of two nature inspired meta-heuristic optimizers, binary gray wolf optimization (BGWO) and binary whale optimization algorithm (BWOA) for optimal feature selection and ...
Prediction of California bearing ratio using multi-layer perceptron model based on multiple meta-heuristic optimizersdoi:10.1007/s41939-023-00336-9California bearing ratioMulti-layer perceptron modelPrairie dog optimizationFlow direction algorithmRed deer algorithm...
Impact of Lèvy flight on modern meta-heuristic optimizersdoi:10.1016/j.asoc.2018.11.033Eid EmaryHossam M. ZawbaaMarwa SharawiElsevier
F. Zobaa, "Voltage regulation in active networks by distributed and cooperative meta-heuristic optimizers," Electric Power Systems Research, vol. 99, 2013.A. Vaccaro, A.F.Zobaa," Voltage regulation in active networks by distributed and cooperative meta-heuristic optimizers", Elsevier - Electric ...