Asymptotic efficiency of the proportional compensation scheme for a large number of producers

Authors

  • Dmitry B. Rokhlin Southern Federal University, Institute of Mathematics, Mechanics and Computer Sciences Rostov-on-Don, Russia
  • Anatoly Usov Southern Federal University, Institute of Mathematics, Mechanics and Computer Sciences Rostov-on-Don, Russia

DOI:

https://doi.org/10.2298/YJOR170918028R

Keywords:

Proportional compensation scheme, Total production, Price of anarchy, Asymptotic efficiency, Tullock contest

Abstract

We consider a manager who allocates some fixed total payment amount between N rational agents in order to maximize the aggregate production. The profit of i-th agent is the difference between the compensation (reward) obtained from the manager and the production cost. We compare (i) the normative compensation scheme where the manager enforces the agents to follow an optimal cooperative strategy; (ii) the linear piece rates compensation scheme where the manager announces an optimal reward per unit good; (iii) the proportional compensation scheme where agent's reward is proportional to his contribution to the total output. Denoting the correspondent total production levels by s*, ŝ and s¯ respectively, where the last one is related to the unique Nash equilibrium, we examine the limits of the prices of anarchy AN = s*/s¯, A'N = ŝ/s¯ as N → ∞. These limits are calculated for the cases of identical convex costs with power asymptotics at the origin, and for power costs, corresponding to the Coob-Douglas and generalized CES production functions with decreasing returns to scale. Our results show that asymptotically no performance is lost in terms of A'N , and in terms of AN the loss does not exceed 31%.

References

Boyd, S., and Vandenberghe, L., Convex optimization, Cambridge University Press, New York, 2004.

Caragiannis, I., and Voudouris, A. A., Welfare guarantees for proportional allocations, Theory of Computing Systems, 59 (4) (2016) 581-599.

Cason, T. N., Masters, W. A., and Sheremeta, R. M., Entry into winner-take-all and proportional-prize contests: an experimental study, Journal of Public Economics, 94 (9) (2010) 604-611.

Chen, B.-Y., Classification of h-homogeneous production functions with constant elasticity of substitution, Tamkang Journal of Mathematics, 43 (2) (2012) 321-328.

Christodoulou, G., Sgouritsa, A., and Tang, B., On the efficiency of the proportional allocation mechanism for divisible resources, Theory of Computing Systems, 59(4) (2016) 600-618.

Connelly, B. L., Tihanyi, L., Crook, T. R., and Ganglo, K. A., Tournament theory thirty years of contests and competitions, Journal of Management, 40 (1) (2014) 16-47.

Corchon, L.C., The theory of contests: a survey, Review of Economic Design, 11 (2) (2007) 69-100.

Corchon, L.C., and Serena, M., Contest theory: a survey, Handbook of game theory and industrial organization, Forthcoming, http://dx.doi.org/10.2139/ssrn.2811686.

Cornes, R., and Hartley, R., Asymmetric contests with general technologies, Economic Theory, 26 (4) (2005) 923-946.

Cornes, R., and Sato, T., Existence and Uniqueness of Nash Equilibrium in Aggregative Games: an Expository Treatment, Springer International Publishing, Cham, 4761, 2016.

Coto-Millan, P., Utility and production, Physica-Verlag, Heidelberg, 1999.

Dechenaux, E., Kovenock, D., and Sheremeta, R.M., A survey of experimental research on contests, all-pay auctions and tournaments, Experimental Economics, 18 (4) (2015) 609-669.

Even-Dar, E., Mansour, Y., and Nadav, U., On the convergence of regret minimization dynamics in concave games, in Proceedings of the 41st ACM symposium on theory of computing, ACM, 2009, 523-532.

Green, J.R., and Stokey, N.L., A comparison of tournaments and contracts, Journal of Political Economy, 91 (3) (1983) 349-364.

Guth, W., Levnsky, R., Pull, K., and Weisel, O., Tournaments and piece rates revisited: a theoretical and experimental study of output-dependent prize tournaments, Review of Economic Design, 20 (1) (2016) 69-88.

Hazan, E., Introduction to online convex optimization, Foundations and Trends in Optimization, 2 (3-4) (2016) 157-325.

Hillman, A.L., and Riley, J.G., Politically contestable rents and transfers, Economics & Politics, 1 (1) (1989) 17-39.

Jia, H., Skaperdas, S., and Vaidya, S., Contest functions theoretical foundations and issues in estimation, International Journal of Industrial Organization, 31 (3) (2013) 211-222.

Johari, R., and Tsitsiklis, J.N., Efficiency loss in a network resource allocation game, Mathematics of Operations Research, 29 (3) (2004) 407-435.

Kelly, F., Charging and rate control for elastic traffic, European Transactions on Telecommunications, 8 (1) (1997) 33-37.

Konrad, K. A., Strategy and dynamics in contests, Oxford University Press, New York, 2009.

Koutsoupias, E., and Papadimitriou, C., Worst-case equilibria, Computer Science Review, 3 (2) (2009) 65-69.

Lazear, E. P., and Rosen, S., Rank-order tournaments as optimum labor contracts, Journal of Political Economy, 89 (5) (1981) 841-864.

Malcomson, J. M., Rank-order contracts for a principal with many agents, The Review of Economic Studies, 53 (5) (1986) 807-817.

Nalebu, B. J., and Stiglitz, J. E., Towards a general theory of compensation and competition, The Bell Journal of Economics, 14 (1)(1983) 21-43.

Okuguchi, K., and Szidarovszky, F., The theory of oligopoly with multi-product firms, Springer, Berlin, 1999.

Patriksson, M., A survey on the continuous nonlinear resource allocation problem, European Journal of Operational Research, 185 (1)(2008) 1-46.

Sheremeta, R. M., The pros and cons of workplace tournaments, Working Paper 16-27, Chapman University, Economic Science Institute, 2016.

Szidarovszky, F., and Okuguchi, K., On the existence and uniqueness of pure Nash equilibrium in rent-seeking games, Games and Economic Behavior, 18 (1) (1997) 135-140.

Vlcu A.-D., and Vlcu, G.-E., A survey on the geometry of production models in economics, Arab Journal of Mathematical Sciences, 23 (1) (2017) 18-31.

Vojnovic, M., Contest theory incentive mechanisms and ranking methods, Cambridge University Press, New York, 2016.

von Mouche, P., and Quartieri, F., Equilibrium theory for Cournot oligopolies and related games, Springer International Publishing Switzerland, 2016.

Downloads

Published

2018-11-01

Issue

Section

Research Articles