Abstract: Support vector Machine (SVM) model is a supervised machine learning algorithm, which can be applied to the ... Studies have found that the traffic flow at different time points has a ...

In this paper, considering the nonlinear characteristics of traffic flow caused by the complexity of time-varying and changing uncertainties in the actual traffic system, we use support vector machine ...

Subsequently, a resource flow forecasting method based on improved support vector machines–long- and short term memory (SVM ... algorithm, we propose the IGWO algorithm to expand the search area. It ...

The predictive model also incorporates an improved fruit fly optimization algorithm (IFOA) in conjunction with support vector machine (SVM ... slow optimization rates by employing a sine–cosine search ...