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Adversarial issues in reliability

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  • Ríos Insua, David
  • Ruggeri, Fabrizio
  • Soyer, Refik
  • Rasines, Daniel G.

Abstract

Many reliability problems involve two or more agents with conflicting interests whose decisions affect the performance of the system at hand. Examples of such problems relevant in management practice abound and include acceptance sampling, life testing, software testing, optimal maintenance, reliability demonstration, warranties and insurance. Most earlier attempts in such problems have focused on game theoretic approaches based on Nash equilibria and related concepts. However, these require strong common knowledge assumptions which do not frequently hold in practice. We provide an alternative framework based on adversarial risk analysis to deal with such problems which avoids the strong common knowledge assumptions of game theory. We illustrate the framework through acceptance sampling and life testing problems.

Suggested Citation

  • Ríos Insua, David & Ruggeri, Fabrizio & Soyer, Refik & Rasines, Daniel G., 2018. "Adversarial issues in reliability," European Journal of Operational Research, Elsevier, vol. 266(3), pages 1113-1119.
    • Handle: RePEc:eee:ejores:v:266:y:2018:i:3:p:1113-1119
    DOI: 10.1016/j.ejor.2017.10.035
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    References listed on IDEAS

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    1. Ozekici, S. & Soyer, R., 2003. "Reliability of software with an operational profile," European Journal of Operational Research, Elsevier, vol. 149(2), pages 459-474, September.
    2. Jackson, Canek & Pascual, Rodrigo, 2008. "Optimal maintenance service contract negotiation with aging equipment," European Journal of Operational Research, Elsevier, vol. 189(2), pages 387-398, September.
    3. Koller, Daphne & Milch, Brian, 2003. "Multi-agent influence diagrams for representing and solving games," Games and Economic Behavior, Elsevier, vol. 45(1), pages 181-221, October.
    4. Rufo, M.J. & Martín, J. & Pérez, C.J., 2014. "Adversarial life testing: A Bayesian negotiation model," Reliability Engineering and System Safety, Elsevier, vol. 131(C), pages 118-125.
    5. Hausken, Kjell, 2008. "Strategic defense and attack for series and parallel reliability systems," European Journal of Operational Research, Elsevier, vol. 186(2), pages 856-881, April.
    6. Esmaeili, M. & Shamsi Gamchi, N. & Asgharizadeh, E., 2014. "Three-level warranty service contract among manufacturer, agent and customer: A game-theoretical approach," European Journal of Operational Research, Elsevier, vol. 239(1), pages 177-186.
    7. Gérard P. Cachon & Paul H. Zipkin, 1999. "Competitive and Cooperative Inventory Policies in a Two-Stage Supply Chain," Management Science, INFORMS, vol. 45(7), pages 936-953, July.
    8. John C. Harsanyi, 1967. "Games with Incomplete Information Played by "Bayesian" Players, I-III Part I. The Basic Model," Management Science, INFORMS, vol. 14(3), pages 159-182, November.
    9. Chen Wang & Vicki M. Bier, 2013. "Expert Elicitation of Adversary Preferences Using Ordinal Judgments," Operations Research, INFORMS, vol. 61(2), pages 372-385, April.
    10. Steven A. Lippman & Kevin F. McCardle, 2012. "Embedded Nash Bargaining: Risk Aversion and Impatience," Decision Analysis, INFORMS, vol. 9(1), pages 31-40, March.
    11. Insua, Insua Rios & Rios, Jesus & Banks, David, 2009. "Adversarial Risk Analysis," Journal of the American Statistical Association, American Statistical Association, vol. 104(486), pages 841-854.
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    Cited by:

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    2. González-Ortega, Jorge & Ríos Insua, David & Cano, Javier, 2019. "Adversarial risk analysis for bi-agent influence diagrams: An algorithmic approach," European Journal of Operational Research, Elsevier, vol. 273(3), pages 1085-1096.

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