12 citations · 34 across the 22 of their papers we have counts for
4 papers · 1 filter
Implementation of Parallel Simplified Swarm Optimization in CUDA
Wei-Chang Yeh, Zhenyao Liu, Shi-Yi Tan +1
As the acquisition cost of the graphics processing unit (GPU) has decreased, personal computers (PC) can handle optimization problems nowadays. In optimization computing, intellige…
Convolution Neural Network Hyperparameter Optimization Using Simplified Swarm Optimization
Wei-Chang Yeh, Yi-Ping Lin, Yun-Chia Liang +1
Convolutional neural networks (CNNs) are widely used in image recognition. Numerous CNN models, such as LeNet, AlexNet, VGG, ResNet, and GoogLeNet, have been proposed by increasing…
Simplified Swarm Optimization for Bi-Objection Active Reliability Redundancy Allocation Problems
Wei-Chang Yeh
The reliability redundancy allocation problem (RRAP) is a well-known tool in system design, development, and management. The RRAP is always modeled as a nonlinear mixed-integer non…
A Novel Generalized Artificial Neural Network for Mining Two-Class Datasets
Wei-Chang Yeh
A novel general neural network (GNN) is proposed for two-class data mining in this study. In a GNN, each attribute in the dataset is treated as a node, with each pair of nodes bein…