Estimation of remaining useful life (RUL) is helpful to manage life cycles of machines and to
reduce maintenance cost. Support vector machine (SVM) is a promising algorithm for …

JADE is a differential evolution (DE) algorithm and has been shown to be very competitive in
comparison with other evolutionary optimization algorithms. However, it suffers from the …

A large power generation facility is a complex multi-criteria system associated with
multivariate couplings, high dependency, and non-linearity among the operating variables …

Abstract Chlorophyll-a (Chl-a) is a direct indicator used to evaluate the ecological state of a
waterbody, such as algal blooms that degrade the water quality in lakes, reservoirs and …

Motor imagery based brain-computer interface (MI-BCI) has been studied for improvement of
patients' motor function in neurorehabilitation and motor assistance. However, the difficulties …

To simulate solar cell systems or to optimize photovoltaic (PV) system performance, accurate
parameter values of solar cell systems are extremely crucial. In this article, the parameter …

The use of support vector machine (SVM) for function approximation has increased over the
past few years. Unfortunately, the practical use of SVM is limited because the quality of SVM …

Workload patterns of cloud applications are changing regularly. The workload prediction
model is key for auto-scaling of resources in a cloud environment. It is helping with cost …

The application of chaotic sequences can be an interesting alternative to provide search
diversity in an optimization procedure, named chaos optimization algorithm (COA). Since the …

Support Vector Machine (SVM) is a novel machine-learning method of soft sensor modeling
in fermentation process, which has the ability to approximate nonlinear process with …