Yan Pei

A Study on Feature Extraction of Handwriting Data Using Kernel Method-Based Autoencoder

2018

We use kernel method-based autoencoder in feature extraction application and evaluate its performance with a public handwriting database. Neural network-based autoencoder is an unsupervised algorithm and model that tries to learn an approximation function so …

Local Fitness Landscape from Paired Comparison-Based Memetic Search in Interactive Differential Evolution and Differential Evolution

2016 · International Journal of Ad Hoc and Ubiquitous Computing

In this paper, we propose a triple comparison-based interactive differential evolution (IDE) algorithm and a differential evolution (DE) algorithm. The comparison of target vector and trial vector supports a local fitness landscape for IDE and …