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Erschienen in: International Journal of Machine Learning and Cybernetics 6/2014

01.12.2014 | Original Article

Optimal revenue-sharing contract based on forecasting effort for uncertain agency problem

verfasst von: Xiaoli Wu, Yanfei Lan, Haitao Liu

Erschienen in: International Journal of Machine Learning and Cybernetics | Ausgabe 6/2014

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Abstract

This paper discusses an optimal contracting problem between a principal and an agent by establishing an uncertain agency model. Compared with the existing work, this research focuses on the risk cost caused by the wrong investment in a task based on an inaccurate assessment about the potential output. To avoid it, the principal authorizes the professional agent to make a more accurate assessment about the output in the light of his professional knowledge and experience, and then to show the principal the optimal amount invested in the task. Meanwhile, as an incentive for the agent to pay great forecasting effort to make the more accurate assessment about the output, the principal provides the agent with a revenue-sharing contract including a sharing ratio for him. On this view, this paper proposes the optimal revenue-sharing contract that provides guidance for the two participators to make their respective optimal decisions. Furthermore, the proposed work is supported with the numerical results by analyzing the evolutions of the optimal contract under various influencing factors.

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Literatur
1.
Zurück zum Zitat Ali MS (2014) Robust stability of stochastic uncertain recurrent neural networks with Markovian jumping parameters and time-varying delays. Int J Mach Learn Cybern 5(1): 13–22CrossRef Ali MS (2014) Robust stability of stochastic uncertain recurrent neural networks with Markovian jumping parameters and time-varying delays. Int J Mach Learn Cybern 5(1): 13–22CrossRef
2.
Zurück zum Zitat Berle AA, Means CC (1932) The modern corporation and private property. Macmillan, New York Berle AA, Means CC (1932) The modern corporation and private property. Macmillan, New York
3.
Zurück zum Zitat Cachon GP, Lariviere MA (2005) Supply chain coordination with revenue-sharing contracts: strengths and limitations. Manag Sci 51(1):30–44CrossRefMATH Cachon GP, Lariviere MA (2005) Supply chain coordination with revenue-sharing contracts: strengths and limitations. Manag Sci 51(1):30–44CrossRefMATH
4.
Zurück zum Zitat Cui LX, Zhao RQ, Tang WS (2007) Principal-agent problem in a fuzzy environment. IEEE Trans Fuzzy Syst 15(6):1230–1237CrossRef Cui LX, Zhao RQ, Tang WS (2007) Principal-agent problem in a fuzzy environment. IEEE Trans Fuzzy Syst 15(6):1230–1237CrossRef
5.
Zurück zum Zitat De Kok AG, Graves SC (2003) Supply chain management: design, coordination and operation. North-Holland, Amsterdam De Kok AG, Graves SC (2003) Supply chain management: design, coordination and operation. North-Holland, Amsterdam
6.
Zurück zum Zitat Dubois D, Prade H (1988) Possibility theory: an approach to computerized processing of uncertainty. Plenum, New YorkCrossRefMATH Dubois D, Prade H (1988) Possibility theory: an approach to computerized processing of uncertainty. Plenum, New YorkCrossRefMATH
7.
Zurück zum Zitat Giannoccaro I, Pontrandolfo P (2004) Supply chain coordination by revenue sharing contracts. Int J Prod Econ 89(2):131–139CrossRef Giannoccaro I, Pontrandolfo P (2004) Supply chain coordination by revenue sharing contracts. Int J Prod Econ 89(2):131–139CrossRef
8.
Zurück zum Zitat Gilbert SM, Weng ZK (1998) Incentive effects favor non consolidating queues in a service system: the principal-agent perspective. Manag Sci 44(12):1662–1669CrossRefMATH Gilbert SM, Weng ZK (1998) Incentive effects favor non consolidating queues in a service system: the principal-agent perspective. Manag Sci 44(12):1662–1669CrossRefMATH
10.
Zurück zum Zitat Guesnerie R, Laffont JJ (1984) A complete solution to a classical of principal-agent problems with an application to the control on a self-managed firm. J Public Econ 25:329–369CrossRef Guesnerie R, Laffont JJ (1984) A complete solution to a classical of principal-agent problems with an application to the control on a self-managed firm. J Public Econ 25:329–369CrossRef
11.
Zurück zum Zitat Holmstrom B (1979) Moral hazard and observability. Bell J Econ 10(1):74–91CrossRef Holmstrom B (1979) Moral hazard and observability. Bell J Econ 10(1):74–91CrossRef
12.
Zurück zum Zitat Jensen MC, Meckling WH (1976) Theory of the firm: managerial behavior, agency costs and ownership structure. J Fin Econ 3(4):305–360CrossRef Jensen MC, Meckling WH (1976) Theory of the firm: managerial behavior, agency costs and ownership structure. J Fin Econ 3(4):305–360CrossRef
13.
14.
Zurück zum Zitat Laffont J, Martimort D (2002) The theory of incentives: the principal-agent model. Princeton University Press, Princeton Laffont J, Martimort D (2002) The theory of incentives: the principal-agent model. Princeton University Press, Princeton
15.
Zurück zum Zitat Lan YF, Du HB (2013) A warranty contract model with uncertain demands. Inform Int Interdisc J 16(2): 1037–1045 Lan YF, Du HB (2013) A warranty contract model with uncertain demands. Inform Int Interdisc J 16(2): 1037–1045
16.
Zurück zum Zitat Lan YF, Liu YK, Sun GJ (2010) An approximation-based approach for fuzzy multi-period production planning problem with credibility objective. Appl Math Model 34(11):3203–3215CrossRefMathSciNet Lan YF, Liu YK, Sun GJ (2010) An approximation-based approach for fuzzy multi-period production planning problem with credibility objective. Appl Math Model 34(11):3203–3215CrossRefMathSciNet
17.
Zurück zum Zitat Lan YF, Zhao RQ, Tang WS (2011) A bilevel fuzzy principal-agent model for optimal nonlinear taxation probelms. Fuzzy Optim Decis Making 10(3):211–232CrossRefMATHMathSciNet Lan YF, Zhao RQ, Tang WS (2011) A bilevel fuzzy principal-agent model for optimal nonlinear taxation probelms. Fuzzy Optim Decis Making 10(3):211–232CrossRefMATHMathSciNet
18.
Zurück zum Zitat Lan YF, Zhao RQ, Tang WS (2011) Minimum risk criterion for uncertain production planning problems. Comput Ind Eng 61(3):591–599CrossRefMathSciNet Lan YF, Zhao RQ, Tang WS (2011) Minimum risk criterion for uncertain production planning problems. Comput Ind Eng 61(3):591–599CrossRefMathSciNet
19.
Zurück zum Zitat Lan YF, Zhao RQ, Tang WS (2013) A yardstick competition approach to a multi-firm regulation problem under asymmetric information. J Comput Appl Math 249: 24–36CrossRefMATHMathSciNet Lan YF, Zhao RQ, Tang WS (2013) A yardstick competition approach to a multi-firm regulation problem under asymmetric information. J Comput Appl Math 249: 24–36CrossRefMATHMathSciNet
20.
Zurück zum Zitat Liu B (2010) Uncertainty theory: a branch of mathematics for modeling human uncertainty. Springer-Verlag, BerlinCrossRef Liu B (2010) Uncertainty theory: a branch of mathematics for modeling human uncertainty. Springer-Verlag, BerlinCrossRef
22.
Zurück zum Zitat Liu B, Liu YK (2002) Expected value of fuzzy variable and fuzzy expected value models. IEEE Trans Fuzzy Syst 10(4):445–450CrossRef Liu B, Liu YK (2002) Expected value of fuzzy variable and fuzzy expected value models. IEEE Trans Fuzzy Syst 10(4):445–450CrossRef
23.
Zurück zum Zitat Liu YH, Ha MH (2010) Expected value of function of uncertain variables. J Uncertain Syst 4(3):181–186 Liu YH, Ha MH (2010) Expected value of function of uncertain variables. J Uncertain Syst 4(3):181–186
24.
Zurück zum Zitat Mirrlees J (1974) Notes on welfare economics, information and uncertainty. North-Holland, Amsterdam Mirrlees J (1974) Notes on welfare economics, information and uncertainty. North-Holland, Amsterdam
25.
Zurück zum Zitat Mirrlees J (1976) The optimal structure of authority and incentives within an organization. Bell J Econ 7(1):105–131CrossRefMathSciNet Mirrlees J (1976) The optimal structure of authority and incentives within an organization. Bell J Econ 7(1):105–131CrossRefMathSciNet
27.
Zurück zum Zitat Palsule-Desai OD (2013) Supply chain coordination using revenue-dependent revenue sharing contracts. Omega 41(4):780–796CrossRef Palsule-Desai OD (2013) Supply chain coordination using revenue-dependent revenue sharing contracts. Omega 41(4):780–796CrossRef
28.
Zurück zum Zitat Patrick B, Mathias D (2005) Contract theory. The Massachusetts Institute of Technology Press, London Patrick B, Mathias D (2005) Contract theory. The Massachusetts Institute of Technology Press, London
29.
Zurück zum Zitat Ross S (1973) The economic theory of agency: the principal’s problem. Am Econ Rev 63(2):134–139 Ross S (1973) The economic theory of agency: the principal’s problem. Am Econ Rev 63(2):134–139
30.
Zurück zum Zitat Mu R, Lan YF, Tang WS (2013) An uncertain contract model for rural migrant worker’s employment problems. Fuzzy Optim Decis Making 12(1):29–39CrossRefMathSciNet Mu R, Lan YF, Tang WS (2013) An uncertain contract model for rural migrant worker’s employment problems. Fuzzy Optim Decis Making 12(1):29–39CrossRefMathSciNet
32.
Zurück zum Zitat Spence M, Zechhauser R (1971) Insurance, information and individual action. Am Econ Rev 61(2):380–387 Spence M, Zechhauser R (1971) Insurance, information and individual action. Am Econ Rev 61(2):380–387
33.
Zurück zum Zitat Sun GJ, Liu YK, Lan YF (2010) Optimizing material procurement planning problem by two-stage fuzzy programming. Comput Ind Eng 58(1):97–107CrossRef Sun GJ, Liu YK, Lan YF (2010) Optimizing material procurement planning problem by two-stage fuzzy programming. Comput Ind Eng 58(1):97–107CrossRef
34.
Zurück zum Zitat Wang GL, Tang WS, Zhao RQ (2013) An uncertain price discrimination model in labor market. Soft Comput 17(4):579–585CrossRefMATH Wang GL, Tang WS, Zhao RQ (2013) An uncertain price discrimination model in labor market. Soft Comput 17(4):579–585CrossRefMATH
35.
Zurück zum Zitat Wang XS, Gao ZC, Guo HY (2012) Delphi method for estimating uncertainty distributions. Inform Int Interdisc J 15(2):449–459MathSciNet Wang XS, Gao ZC, Guo HY (2012) Delphi method for estimating uncertainty distributions. Inform Int Interdisc J 15(2):449–459MathSciNet
36.
Zurück zum Zitat Wang XZ, Dong LC, Yan JH (2012) Maximum ambiguity based sample selection in fuzzy decision tree induction. IEEE Trans Knowl Data Eng 24(8): 1491–1505CrossRef Wang XZ, Dong LC, Yan JH (2012) Maximum ambiguity based sample selection in fuzzy decision tree induction. IEEE Trans Knowl Data Eng 24(8): 1491–1505CrossRef
37.
Zurück zum Zitat Wang XZ, He YL, Wang DD (2014) Non-naive bayesian classifiers for classification problems with continuous attributes. IEEE Trans Cybern 44(1): 21–39CrossRef Wang XZ, He YL, Wang DD (2014) Non-naive bayesian classifiers for classification problems with continuous attributes. IEEE Trans Cybern 44(1): 21–39CrossRef
38.
Zurück zum Zitat Wilson R (1969) The structure of incentive for decentralization under uncertainty. La Decision, Paris Wilson R (1969) The structure of incentive for decentralization under uncertainty. La Decision, Paris
39.
Zurück zum Zitat Yao Z, Leungb S, Lai KK (2008) Manufacturer’s revenue-sharing contract and retail competition. Eur J Oper Res 186(2):637–651CrossRefMATH Yao Z, Leungb S, Lai KK (2008) Manufacturer’s revenue-sharing contract and retail competition. Eur J Oper Res 186(2):637–651CrossRefMATH
Metadaten
Titel
Optimal revenue-sharing contract based on forecasting effort for uncertain agency problem
verfasst von
Xiaoli Wu
Yanfei Lan
Haitao Liu
Publikationsdatum
01.12.2014
Verlag
Springer Berlin Heidelberg
Erschienen in
International Journal of Machine Learning and Cybernetics / Ausgabe 6/2014
Print ISSN: 1868-8071
Elektronische ISSN: 1868-808X
DOI
https://doi.org/10.1007/s13042-014-0243-3

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