AZoM on MSN

Imaging silicon defects using Raman and PL multivariate imaging

PCA and K-means clustering applied to Raman and PL imaging reveal structural defects in silicon wafers, enhancing ...
IEEE

Classification of Image Classes Based on the PCA Algorithm Optimized by the KNN Algorithm ...

Abstract: In this paper we propose an optimized version of the PCA algorithm by using genetic algorithms and the KNN technique with applications in the classification of image classes. The algorithm ...
IEEE

Enhanced Genetic Algorithm Combined with Entropy-PCA Weights for Multi-Objective Optimization

Abstract: In this paper, a multi-objective optimization model incorporating a novel entropy-PCA weight allocation and enhanced genetic algorithm is proposed to cope with multi-dimensional optimization ...