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On a robustness property in single-facility location in continuous space

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Abstract

We consider a single-facility location problem in continuous space—here the problem of minimizing a sum or the maximum of the possibly weighted distances from a facility to a set of points of demand. The main result of this paper shows that every solution (optimal facility location) of this problem has an interesting robustness property. Any optimal facility location is the most robust in the following sense: given a suitable highest admissible cost, it allows the greatest perturbation of the locations of the demand without exceeding this highest admissible chosen cost.

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References

  • Bauer FL, Stoer J, Witzgall C (1961) Absolute and monotonic norms. Numer Math 3:257–264

    Article  Google Scholar 

  • Ben-Haim Y (2001) Information-gap decision theory. Series on decision and risk. Academic Press Inc, San Diego. Decisions under severe uncertainty

    Google Scholar 

  • Ben-Tal A, El Ghaoui L, Nemirovski A (2009) Robust optimization. Princeton series in applied mathematics. Princeton University Press, Princeton

    Google Scholar 

  • Beyer H-G, Sendhoff B (2007) Robust optimization—a comprehensive survey. Comput Methods Appl Mech Eng 196(33–34):3190–3218

    Article  Google Scholar 

  • Brimberg J, Love RF (1995) Estimating distances. In: Drezner (1995), pp 9–32. Chap 1. A survey of applications and methods

    Google Scholar 

  • Carrizosa E, Fliege J (2002) Generalized goal programming: polynomial methods and applications. Math Program, Ser A 93(2):281–303

    Article  Google Scholar 

  • Carrizosa E, Nickel S (2003) Robust facility location. Math Methods Oper Res 58(2):331–349

    Article  Google Scholar 

  • Dowling PN, Saejung S (2008) Extremal structure of the unit ball of direct sums of Banach spaces. Nonlinear Anal 68(4):951–955

    Article  Google Scholar 

  • Drezner Z (ed) (1995) Facility location. Springer series in operations research. Springer, New York. A survey of applications and methods

    Google Scholar 

  • Drezner Z, Guyse J (1999) Application of decision analysis techniques to the Weber facility location problem. Eur J Oper Res 116(1):69–79

    Article  Google Scholar 

  • Drezner Z, Hamacher HW (eds) (2002) Facility location. Springer, Berlin. Applications and theory

    Google Scholar 

  • Drezner Z, Klamroth K, Schöbel A, Wesolowsky GO (2002) The Weber problem. In: Drezner and Hamacher (2002), pp 1–36

    Google Scholar 

  • Durier R (1992) A general framework for the one center location problem. In: Advances in optimization, Lambrecht, 1991. Lecture notes in econom and math systems, vol 382. Springer, Berlin, pp 441–457

    Chapter  Google Scholar 

  • Durier R (1995) The general one center location problem. Math Oper Res 20(2):400–414

    Article  Google Scholar 

  • Hansen P, Perreur J, Thisse J (1980) Location theory, dominance, and convexity: some further results. Oper Res 28:1241–1250

    Article  Google Scholar 

  • Hinrichsen D, Pritchard AJ (1990) Real and complex stability radii: a survey. In: Control of uncertain systems, Bremen, 1989. Progr systems control theory, vol 6. Birkhäuser, Boston, pp 119–162

    Chapter  Google Scholar 

  • Hinrichsen D, Pritchard AJ, Townley SB (1990) Riccati equation approach to maximizing the complex stability radius by state feedback. Int J Control 52(4):769–794

    Article  Google Scholar 

  • Hiriart-Urruty J-B, Lemaréchal C (2001) Fundamentals of convex analysis. Grundlehren text editions. Springer, Berlin

    Book  Google Scholar 

  • Kouvelis P, Yu G (1997) Robust discrete optimization and its applications. Nonconvex optimization and its applications, vol 14. Kluwer Academic, Dordrecht

    Book  Google Scholar 

  • Plastria F (1995) Continuous location problems. In: Drezner (1995). Chap 11

    Google Scholar 

  • Plastria F, Carrizosa E (2001) Gauge distances and median hyperplanes. J Optim Theory Appl 110(1):173–182

    Article  Google Scholar 

  • Roy B (2010) Robustness in operational research and decision aiding: a multi-faceted issue. Eur J Oper Res 200(3):629–638

    Article  Google Scholar 

  • Singer I (2006) Duality for nonconvex approximation and optimization. CMS books in mathematics/Ouvrages de mathématiques de la SMC, vol 24. Springer, New York

    Google Scholar 

  • Snyder LV (2004) Facility location under uncertainty: a review. IIE Trans 38:547–564

    Article  Google Scholar 

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Acknowledgements

This work was supported by the French ANR project ROLSES (Robust and Optimal Locations for Sustainable Environment and Systems). The authors gratefully acknowledge the many helpful suggestions of the referees.

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Correspondence to Marc Ciligot-Travain.

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Ciligot-Travain, M., Traoré, S. On a robustness property in single-facility location in continuous space. TOP 22, 321–330 (2014). https://doi.org/10.1007/s11750-012-0257-5

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