Title :
A well-characterized approximation problem
Author :
Håstad, Johan ; Phillips, Steven ; Safra, Shmuel
Author_Institution :
R. Inst. of Technol., Stockholm, Sweden
Abstract :
The authors consider the following NP optimization problem: given a set of polynomials Pi(x), i=1. . .s of degree at most 2 over GF[p] in n variables, find a root common to as many as possible of the polynomials Pi(x). They prove that in the case when the polynomials do not contain any squares as monomials, it is always possible to approximate this problem within a factor of p2 /p-1 in polynomial time. This follows from the stronger statement that one can, in polynomial time, find an assignment that satisfies at least p-1/p2 of the nontrivial equations. More interestingly, they prove that approximating the maximal number of polynomials with a common root to within a factor of p-∈ is NP-hard. They also prove that for any constant δ<1, it is NP-hard to approximate the solution of quadratic equations over the rational numbers, or over the reals, within nδ
Keywords :
computational complexity; function approximation; optimisation; NP optimization problem; monomials; polynomial time; polynomials; well-characterized approximation problem; Galois fields; Heart; Nonlinear equations; Polynomials;
Conference_Titel :
Theory and Computing Systems, 1993., Proceedings of the 2nd Israel Symposium on the
Conference_Location :
Natanya
Print_ISBN :
0-8186-3630-0
DOI :
10.1109/ISTCS.1993.253463