Revisiting several problems and algorithms in continuous location with $$\ell _\tau $$ ℓ τ norms
Victor Blanco (),
Justo Puerto () and
Safae El Haj Ben Ali ()
Computational Optimization and Applications, 2014, vol. 58, issue 3, 563-595
Abstract:
This paper addresses the general continuous single facility location problems in finite dimension spaces under possibly different $$\ell _\tau $$ ℓ τ norms, $$\tau \ge 1$$ τ ≥ 1 , in the demand points. We analyze the difficulty of this family of problems and revisit convergence properties of some well-known algorithms. The ultimate goal is to provide a common approach to solve the family of continuous $$\ell _\tau $$ ℓ τ ordered median location problems Nickel and Puerto (Facility location: a unified approach, 2005 ) in dimension $$d$$ d (including of course the $$\ell _\tau $$ ℓ τ minisum or Fermat-Weber location problem for any $$\tau \ge 1$$ τ ≥ 1 ). We prove that this approach has a polynomial worst case complexity for monotone lambda weights and can be also applied to constrained and even non-convex problems. Copyright Springer Science+Business Media New York 2014
Keywords: Continuous location; Ordered median problems; Semidefinite programming; Moment problem; 90B85; 90C22; 65K05; 12Y05; 46N10 (search for similar items in EconPapers)
Date: 2014
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (13)
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DOI: 10.1007/s10589-014-9638-z
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