Skip to main content
Log in

An objective approach of balanced cricket team selection using binary integer programming method

  • Application Article
  • Published:
OPSEARCH Aims and scope Submit manuscript

Abstract

Selecting a balanced playing XI in the game of cricket with the right mix of players of different specialization is a difficult decision making problem for the team management. To make the process more objective, optimization techniques can be applied to the process of selection of players from a given squad. Such an exercise has two dimensions. First, a suitable tool for performance measurement of cricketers needs to be defined. Secondly, for selecting a balanced team of XI players, an appropriate objective function and some constraints need to be formulated. Since the captain gets an obvious inclusion in the cricket team, the area specialization of the captain influences the selection of other ten positions in the playing XI. This study attempts to select the optimum balanced playing XI from a squad of players given the specialization of the captain using binary integer programming. To validate the exercise, data from the fifth season of the Indian Premier League has been used.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Saikia, H., Bhattacharjee, D.: On classification of all-rounders of the Indian premier league (IPL): a Bayesian approach. Vikalpa: J. Decis. Mak. 36, 51–66 (2011)

    Google Scholar 

  2. Lemmer, H.H.: Team selection after a short cricket series. Eur. J. Sport Sci. (2011). doi:10.1080/17461391.2011.587895

    Google Scholar 

  3. Salas, E., Rosen, M.A., Burke, C.S., Goodwin, G.F., Fiore, S.M.: The making of a dream team: when expert teams do best. In: Ericsson, K.A., Charness, N., Feltovich, P.J., Hoffman, R.R. (eds.) The Cambridge Handbook of Expertise and Expert Performance, pp. 439–453. Cambridge University Press, New York (2006)

    Chapter  Google Scholar 

  4. Kamble, A., Rao, R., Kale, A., Samant, S.: Selection of cricket players using analytical hierarchy process. Int. J. Sports Sci. Eng. 5, 207–212 (2011)

    Google Scholar 

  5. Ahmed, F., Jindal, A., Deb, K.: Multi-objective optimization and decision making approaches to cricket team selection. Appl. Soft Comput. (2012). doi:10.1016/j.asoc.2012.07.031

    Google Scholar 

  6. Barr, G.D.I., Kantor, B.S.: A criterion for comparing and selecting batsmen in limited overs cricket. J. Oper. Res. Soc. 55, 1266–1274 (2004)

    Article  Google Scholar 

  7. Gerber, H., Sharp, G.: Selecting a limited overs cricket squad using an integer programming model. S. Afr. J. Res. Sport Phys. Educ. Recreat. 28, 81–90 (2006)

    Google Scholar 

  8. Lourens, M.: Integer optimization for the selection of a twenty20 cricket team. Nelson Mandela Metropolitan University. http://statssa.gov.za/isi2009/ScientificProgramme/IPMS/0738.pdf (2010). Accessed 21 June 2010

  9. Brettenny, W.: Integer optimisation of the selection of a fantasy league cricket team. Nelson Mandela Metropolitan University. http://dspace.nmmu.ac.za:8080/jspui/bitstream/10948/…/W20%B.pdf (2010). Accessed 21 December 2010

  10. van Staden, P.J.: Comparison of cricketers’ bowling and batting performances using graphical displays. Curr. Sci. 96, 764–766 (2009)

    Google Scholar 

  11. Beaudoin, D., Swartz, T.: The best batsmen and bowlers in one-day cricket. S. Afr. Stat. J. 37, 203–222 (2003)

    Google Scholar 

  12. Singh, G., Bhatia, N., Singh, S.: Fuzzy cognitive maps based cricket player performance evaluator. Int. J. Enterp. Comput. Bus. Syst. 1, 1–15 (2011)

    Google Scholar 

  13. Damodaran, U.: Stochastic dominance and analysis of ODI batting performance: the Indian cricket team, 1989–2005. J. Sports Sci. Med. 5, 503–508 (2006)

    Google Scholar 

  14. Boon, B.H., Sierksma, G.: Team formation: matching quality supply and quality demand. Eur. J. Oper. Res. 148, 277–292 (2003)

    Article  Google Scholar 

  15. Das, D.: Moneyballer: an integer optimization framework for fantasy cricket league selection and substitution. http://debarghyadas.com/files/IPLpaper.pdf (2014). Accessed 11 July 2015

  16. Lewis, A.: Towards fairer measures of player performance in one-day cricket. J. Oper. Res. Soc. 56, 804–815 (2005)

    Article  Google Scholar 

  17. Iyenger, N.S., Sudarshan, P.: A method of classifying regions from multivariate data. Econ. Pol. Wkly 5, 2048–2052 (1982)

    Google Scholar 

  18. Lemmer, H.H.: An analysis of players’ performances in the first cricket twenty20 world cup series. S. Afr. J. Res. Sport Phys. Educ. Recreat. 30, 73–79 (2008)

    Google Scholar 

  19. Lemmer, H.H.: The combined bowling rate as a measure of bowling performance in cricket. S. Afr. J. Res. Sport Phys. Educ. Recreat. 24, 37–44 (2002)

    Google Scholar 

  20. Lemmer, H.H.: A method for the comparison of the bowling performances of bowlers in a match or a series of matches. S. Afr. J. Res. Sport Phys. Educ. Recreat. 27, 91–103 (2005)

    Google Scholar 

  21. Narayanan, A.: Test wicket keepers - an analysis. The ESPNcricinfo Blog. http://blogs.cricinfo.com/itfigures/archives/wicketkeepers/ (2008). Accessed 4 March 2010

  22. Lemmer, H.H.: A measure for the batting performance of cricket players. S. Afr. J. Res. Sport Phys. Educ. Recreat. 26, 55–64 (2004)

    Google Scholar 

  23. Chakrabarty, N., Bhattacharjee, D.: Aggregation and weightage issues concerning composite index development: experience with digital divide in Asian countries. Asia Pac. J. Libr. Inf. Sci. 2, 24–37 (2012)

    Google Scholar 

  24. Bracewell, P.J., Ruggiero, K.: A parametric control chart for monitoring individual batting performances in cricket. J. Quant. Anal. Sports 5, 1–19 (2009)

    Google Scholar 

Download references

Acknowledgments

The authors would like to thank Mr. Dhriti S. Gupta and Mr. Pulak Bora, Assistant Professors of Business Communication, School of Business, The Assam Kaziranga University, Jorhat-785006 (Assam) for their help in English language editing of the manuscript.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Hemanta Saikia.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Bhattacharjee, D., Saikia, H. An objective approach of balanced cricket team selection using binary integer programming method. OPSEARCH 53, 225–247 (2016). https://doi.org/10.1007/s12597-015-0228-3

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12597-015-0228-3

Keywords

Navigation