Article Information  
An Efficient and Simplified Model for Forecasting using SRM

Keywords: Structural Risk Minimization, Support Vector Regression, Statistical Learning Theory, Sales Forecasting, Support Vector Machine, VC Dimension

Mehran University Research Journal of Engineering & Technology

Volume 33 ,  Issue 1


1. Lasschuit, W., and Thijssen, N., "Supporting Supply Chain Planning and Scheduling Decisions in the Oil and Chemical Industry", Computers & Chemical Engineering, Volume 28, No. 6, pp. 863-870, 2004
2. Maravelias, C.T., and Grossmann, I.E., "Simultaneous Planning for New Product Development and Batch Manufacturing Facilities", Industrial & Engineering Chemistry Research, Volume 40, No. 26, pp. 6147-6164, 2001.
3. Levis, A.A., and Papageorgiou, L.G., "A Hierarchical Solution Approach for Multi-Site Capacity Planning under Uncertainty in the Pharmaceutical Industry", Computers & Chemical Engineering, Volume 28, No. 5, pp. 707-725, 2004
4. Box, G.E., and Jenkins, G.M., and Reinsel, G.C., "Time Series Analysis: Forecasting and Control", Wiley, Volume 734, 2011
5. Remus, M.S., "The Handbook of Forecasting: A Manager's Guide", John Wiley and Sons, New York, USA, 1982