ABSTRACT
The Bowl Championship Series (BCS) is the system used to select the top two college football teams to play in a championship game at the end of a season. During the nine seasons played under the BCS, few have not caused considerable debate and controversy. We believe that an analysis of the BCS and its components is therefore required. This work uses a GRNN to model the eight polls that compose the ranking system of the BCS. Then, a genetic algorithm (GA) is used to evolve season schedules that would perform poorly under the current BCS. These difficult seasons are then analyzed to highlight weaknesses in the current model.
- Back, T., U. Hammel, and H. Schwefel. "Evolutionary Computation: Comments on the History and Current State." IEEE Transactions On Evolutionary Computation 1, no. 1 (1997). Google ScholarDigital Library
- Dozier, G., A. Homaifar, E. Tunstel, and D Battle. "An Introduction to Evolutionary Computation." In Intelligent Control Systems Using Soft Computing Methodologies, by A. Zilouchian & M. Jamshidi (Eds.), 365--380. CRC Press, 2001.Google Scholar
- Hogg, R., and E. Tannis. "Tests of Statistical Hypotheses (Chapter 8)." In Probability and Statistical Inference, 495. Prentice Hall, 2001.Google Scholar
- National Collegiate Athletic Association. Statistics - NCAA Sports. 2007. http://www.ncaasports.com/football/mens/stats/stats (accessed Apr 26, 2007).Google Scholar
- Specht, D. "A General Regression Neural Network." IEEE Transactions on Neural Networks, 1991.Google Scholar
- The National Football Foundation & College Hall of Fame, Inc. BCS Standings Archive. Jan 2007. http://www.bcsfootball.org/bcsfb/archiveStan dings (accessed Apr 26, 2007).Google Scholar
- Tippett, Tom. May the Best Team Win … at Least Some of the Time. Oct. 2002. http://www.diamond-mind.com/articles/playoff2002.htm (accessed Apr. 2007, 2007).Google Scholar
- XTOOLS Software Suite. http://www.eng.auburn.edu/~gvdozier/xtoool sGoogle Scholar
Recommendations
Meta-BCS: a novel way to BCS ranking using generalized regression neural network and genetic algorithm
ACM-SE 46: Proceedings of the 46th Annual Southeast Regional Conference on XXIn this paper, we attempt to run vulnerability analysis on the Bowl Championship Series (BCS) ranking system. We used Generalized Regression Neural Network (GRNN) to create a model for each poll and then applied these models to simulate a random season. ...
Checkers program to challenge for world championship
The checkers program Chinook has won the right to play a 40-game match for the World Checkers Championship against Dr. Marion Tinsley. This was earned by placing second, after Dr. Tinsley, at the U.S. National Open, the biennial event used to determine ...
Comments