M. Demange et Vt. Paschos, ON AN APPROXIMATION MEASURE FOUNDED ON THE LINKS BETWEEN OPTIMIZATIONAND POLYNOMIAL-APPROXIMATION THEORY, Theoretical computer science, 158(1-2), 1996, pp. 117-141
Citations number
17
Categorie Soggetti
Computer Sciences","Computer Science Theory & Methods
In order to define a polynomial approximation theory linked to combina
torial optimization closer than the existing one, we first formally de
fine the notion of a combinatorial optimization problem and then, base
d upon this notion, we introduce a notion of equivalence among optimiz
ation problems. This equivalence includes, for example, translation or
affine transformation of the objective function or yet some aspects o
f equivalencies between maximization and minimization problems (for ex
ample, the equivalence between minimum vertex cover and maximum indepe
ndent set). Next, we adress the question of the adoption of an approxi
mation ratio respecting the defined equivalence. We prove that an appr
oximation ratio defined as a two-variable function cannot respect this
equivalence. We then adopt a three-variable function as a new approxi
mation ratio (already used by a number of researchers), which is coher
ent to the equivalence and, under the choice of the variables, the new
ratio is introduced by an axiomatic approach. Finally, using the new
ratio, we prove approximation results for a number of combinatorial pr
oblems.