Robustness in operational research and decision aiding: A multi-faceted issue
Roy, Bernard (2010), Robustness in operational research and decision aiding: A multi-faceted issue, European Journal of Operational Research, 200, 3, p. 629-638. http://dx.doi.org/10.1016/j.ejor.2008.12.036
Type
Article accepté pour publication ou publiéDate
2010Journal name
European Journal of Operational ResearchVolume
200Number
3Publisher
Elsevier
Pages
629-638
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Roy, BernardAbstract (EN)
In Introduction, I explain the meaning I give to the qualifier term ”robust” and justify my preference for the expression robustness concern rather than robustness analysis, which I feel is likely to be interpreted too narrowly. In Section 2, I discuss this concern in more details and I try to clarify the numerous raisons d’être of this concern. As a means of examining the multiple facets of robustness concern more comprehensively, I explore the existing research about robustness, attempting to highlight what I see as the three different territories covered by these studies (Section 3). In Section 4, I refer to these territories to illustrate how responses to robustness concern could be even more varied than they currently are. In this perspective, I propose in Section 5 three new measures of robustness. In the last section, I identify several aspects of the problem that should be examined more closely because they could lead to new avenues of research, which could in turn yield new and innovative responses.Subjects / Keywords
Optimization; Decision support; Robustness; Multiple criteria; UncertaintyRelated items
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