Skip to main content
Log in

An impossibility theorem for paired comparisons

  • Original Paper
  • Published:
Central European Journal of Operations Research Aims and scope Submit manuscript

Abstract

In several decision-making problems, alternatives should be ranked on the basis of paired comparisons between them. We present an axiomatic approach for the universal ranking problem with arbitrary preference intensities, incomplete and multiple comparisons. In particular, two basic properties—independence of irrelevant matches and self-consistency—are considered. It is revealed that there exists no ranking method satisfying both requirements at the same time. The impossibility result holds under various restrictions on the set of ranking problems, however, it does not emerge in the case of round-robin tournaments. An interesting and more general possibility result is obtained by restricting the domain of independence of irrelevant matches through the concept of macrovertex.

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.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

Notes

  1. IIM is the abbreviation of independence of irrelevant matches, an axiom to be discussed in Sect. 3.1.

  2. While \(m_{ij} \in \{ 0; 1 \}\) for all \(X_i,X_j \in N\) allows for \(m=0\), it leads to a meaningless ranking problem without any comparison.

  3. Some of their differences are highlighted by González-Díaz et al. (2014).

References

  • Altman A, Tennenholtz M (2008) Axiomatic foundations for ranking systems. J Artif Intell Res 31(1):473–495

    Article  Google Scholar 

  • Bouyssou D (1992) Ranking methods based on valued preference relations: a characterization of the net flow method. Eur J Oper Res 60(1):61–67

    Article  Google Scholar 

  • Bozóki S, Csató L, Temesi J (2016) An application of incomplete pairwise comparison matrices for ranking top tennis players. Eur J Oper Res 248(1):211–218

    Article  Google Scholar 

  • Bozóki S, Fülöp J, Rónyai L (2010) On optimal completion of incomplete pairwise comparison matrices. Math Comput Modell 52(1–2):318–333

    Article  Google Scholar 

  • Chao X, Kou G, Li T, Peng Y (2018) Jie Ke versus AlphaGo: a ranking approach using decision making method for large-scale data with incomplete information. Eur J Oper Res 265(1):239–247

    Article  Google Scholar 

  • Chebotarev P (1989) Generalization of the row sum method for incomplete paired comparisons. Autom Remote Control 50(8):1103–1113

    Google Scholar 

  • Chebotarev P (1994) Aggregation of preferences by the generalized row sum method. Math Soc Sci 27(3):293–320

    Article  Google Scholar 

  • Chebotarev P, Shamis E (1997) Constructing an objective function for aggregating incomplete preferences. In: Tangian A, Gruber J (eds) Constructing scalar-valued objective functions, vol 453. Lecture notes in economics and mathematical systems. Berlin, Springer, pp 100–124

    Chapter  Google Scholar 

  • Chebotarev P, Shamis E (1998) Characterizations of scoring methods for preference aggregation. Ann Oper Res 80:299–332

    Article  Google Scholar 

  • Chebotarev P, Shamis E (1999) Preference fusion when the number of alternatives exceeds two: indirect scoring procedures. J Frankl Inst 336(2):205–226

    Article  Google Scholar 

  • Csató L (2013) Ranking by pairwise comparisons for Swiss-system tournaments. Central Eur J Oper Res 21(4):783–803

    Article  Google Scholar 

  • Csató L (2015) A graph interpretation of the least squares ranking method. Soc Choice Welfare 44(1):51–69

    Article  Google Scholar 

  • Csató L (2017) On the ranking of a Swiss system chess team tournament. Ann Oper Res 254(1–2):17–36

    Article  Google Scholar 

  • Csató L (2018a) Some impossibilities of ranking in generalized tournaments. Manuscript. arXiv 1701:06539

  • Csató L (2018b) Was Zidane honest or well-informed? How UEFA barely avoided a serious scandal. Econ Bull 38(1):152–158

    Google Scholar 

  • González-Díaz J, Hendrickx R, Lohmann E (2014) Paired comparisons analysis: an axiomatic approach to ranking methods. Soc Choice Welfare 42(1):139–169

    Article  Google Scholar 

  • Hansson B, Sahlquist H (1976) A proof technique for social choice with variable electorate. J Econ Theory 13(2):193–200

    Article  Google Scholar 

  • Henriet D (1985) The Copeland choice function: an axiomatic characterization. Soc Choice Welfare 2(1):49–63

    Article  Google Scholar 

  • Horst P (1932) A method for determining the absolute affective value of a series of stimulus situations. J Edu Psychol 23(6):418–440

    Article  Google Scholar 

  • Kaiser HF, Serlin RC (1978) Contributions to the method of paired comparisons. Appl Psychol Meas 2(3):423–432

    Article  Google Scholar 

  • Landau E (1895) Zur relativen Wertbemessung der Turnierresultate. Deutsches Wochenschach 11:366–369

    Google Scholar 

  • Landau E (1914) Über Preisverteilung bei Spielturnieren. Z r Math Phys 63:192–202

    Google Scholar 

  • Nitzan S, Rubinstein A (1981) A further characterization of Borda ranking method. Public Choice 36(1):153–158

    Article  Google Scholar 

  • Radicchi F (2011) Who is the best player ever? A complex network analysis of the history of professional tennis. PloS ONE 6(2):e17249

    Article  Google Scholar 

  • Rubinstein A (1980) Ranking the participants in a tournament. SIAM J Appl Math 38(1):108–111

    Article  Google Scholar 

  • Thurstone LL (1927) A law of comparative judgment. Psychol Rev 34(4):273–286

    Article  Google Scholar 

  • Young HP (1974) An axiomatization of Borda’s rule. J Econ Theory 9(1):43–52

    Article  Google Scholar 

  • Zermelo E (1929) Die Berechnung der Turnier-Ergebnisse als ein Maximumproblem der Wahrscheinlichkeitsrechnung. Math Z 29:436–460

    Article  Google Scholar 

Download references

Acknowledgements

We thank Sándor Bozóki for useful advice. Anonymous reviewers provided valuable comments and suggestions on earlier drafts. The research was supported by OTKA grant K 111797 and by the MTA Premium Post Doctorate Research Program.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to László Csató.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Csató, L. An impossibility theorem for paired comparisons. Cent Eur J Oper Res 27, 497–514 (2019). https://doi.org/10.1007/s10100-018-0572-5

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10100-018-0572-5

Keywords

Mathematics Subject Classification

Navigation