For example ... Its Quantum Principal Component Analysis (QPCA) reduces the time complexity of high-dimensional data feature extraction from O(N²) in classical algorithms to O(N), with energy ...

On the basis of the principal components analysis-particle swarm optimization-least squares support vector machine (PCA-PSO-LSSVM) algorithm, a fault diagnosis system is proposed for the compressor ...

Researchers at LBNL have have developed a new algorithm that opens ... Numerical simulations in real time provide the best way to study these processes, but such simulations can be extremely expensive ...