Commenced in January 2007
Paper Count: 31103
Evaluation of the Contribution of Starting Pitchers in a Professional Baseball Team by Grey Relational Analysis
Abstract:The evaluation of the contribution of professional baseball starting pitchers is a complex decision-making problem that includes several quantitative attributes. It is considered a type of multi-attribute or multi-criteria decision making (MADM/MCDM) problem. This study proposes a model using the Grey Relational Analysis (GRA) to evaluate the starting pitcher contribution for teams of the Chinese Professional Baseball League. The GRA calculates the individual grey relational degree of each alternative to the positive ideal alternative. An empirical analysis was conducted to show the use of the model for the starting pitcher contribution problem. The results demonstrate the effectiveness and feasibility of the proposed model.
Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1078245Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 1301
 C.C. Chen, M.L. Lin, Y.T. Lee, T.T. Chen, and C.Y. Tseng, "Best Starting Pitcher of the Chinese Professional Baseball League in 2009", World Academy of Science, Engineering and Technology, vol. 72, pp. 210-212, 2010.
 C.C. Chen, and T.T. Chen, "Starting Pitchers' Pitch Skills Positioning of CPBL in 2008-Multidimentional Scaling Analysis", Journal of Physical Education Fu Jen Catholic University, vol. 8, pp. 109-125, 2009.
 M. Lewis, Moneyball: The Art of Winning an Unfair Game. New York: Norton, 2003
 R.L. Sparks, and D.L. Abrahamson, "A Mathematical Model to Predict Award Winners", Math Horizons, vol. April, pp. 5-13, 2005.
 C.C. Chen, M.L. Lin, Y.T. Lee, and T.T. Chen, "Starting Pitcher Rotation in the Chinese Professional Baseball League based on AHP and TOPSIS", World Academy of Science, Engineering and Technology, vol. 58, pp. 74-79, 2011.
 Y. Kuo, T. Yang, and G.W. Huang, "The use of grey relational analysis in solving multiple attribute decision-making problems", Computers & Industrial Engineering, vol. 55, pp. 80-93, 2008.
 J. Deng, "Control problems of grey systems ", Systems and Control Letters, vol. 1 pp. 288-294, 1982
 D.L. Olson, and D. Wu, "Simulation of fuzzy multiattribute models for grey relationships", European Journal of Operational Research, vol. 175, pp. 111-120, 2006.
 W.H. Chen, "Distribution system restoration using the hybrid fuzzy-grey method", IEEE Transactions on Power Systems, vol. 20, pp. 199-205, 2005.
 H.H. Wu, "A comparative study of using grey relational analysis in multiple attribute decision making problems", Quality Engineering, vol. 15, pp. 209-217, 2002.
 H. Gu, and B. Song, "Study on effectiveness evaluation of weapon systems based on grey relational analysis and TOPSIS", Journal of Systems Engineering and Electronics, vol. 20, pp. 106-111, 2009.
 Y. Kuo, T. Yang, and G.W. Huang, "The use of grey relational analysis in solving multiple attribute decision-making problems", Computers & Industrial Engineering, vol. 55 pp. 80-93, 2008.
 J.T. Huang, and Y.S. Liao, "Optimization of machining parameters of Wire-EDM bases on grey relation and statistical analysis", International Journal of Production Research, vol. 41 pp. 1707-1720, 2003.
 G. Wei, "Grey relational analysis model for dynamic hybrid multiple attribute decision making", Knowledge-Based Systems, vol. 24, pp. 672-679, 2011.
 J. Zhang, D. Wu, and D.L. Olson, "The Method of Grey Related Analysis to Multiple Attribute Decision Making Problems with Interval Numbers", Mathematical and Computer Modelling, vol. 42, pp. 991-998, 2005.
 L. Bodin, and E. Epstein, "Who's on "rst}with probability 0.4", Computers & Operations Research, vol. 27, pp. 205-215, 2000.
 H.O. Stekler, D. Sendor, and R. Verlander, "Issues in sports forecasting", International Journal of Forecasting, vol. 26, pp. 606-621, 2010.