Traditional time series forecasting models are difficult to capture the nonlinear patterns. Support vector regression (SVR) has been successfully used to solve nonlinear regression and times series problems. However, parameters determination for a SVR model is competent to the forecasting...

The Bin Packing Problems play an important role in plans of production and saving cost in factories. This paper is to develop a set of Intellectual Automatic Typesetting System (IATS) for luggage factories through Bin Packing Algorithm and Genetic Algorithm. Firstly, we attain the cost of raw...

In the car-rental industry, it is generally assumed that a 1% increase in price contributes an 8% profit increment. Therefore, pricing is of priority concern in revenue management. Accurately forecasting monthly revenue per unit (RPU) (per car) has received increasing attention owing to its...