Integer optimization on convex semialgebraic sets

Citation
L. Khachiyan et L. Porkolab, Integer optimization on convex semialgebraic sets, DISC COM G, 23(2), 2000, pp. 207-224
Citations number
17
Categorie Soggetti
Engineering Mathematics
Journal title
DISCRETE & COMPUTATIONAL GEOMETRY
ISSN journal
01795376 → ACNP
Volume
23
Issue
2
Year of publication
2000
Pages
207 - 224
Database
ISI
SICI code
0179-5376(200003)23:2<207:IOOCSS>2.0.ZU;2-N
Abstract
Let Y be a convex set in R-k defined by polynomial inequalities and equatio ns of degree at most d greater than or equal to 2 with integer coefficients of binary length at most l. We show that if the set of optimal solutions o f the integer programming problem min{y(k) \ y = (y(1), ..., y(k)) is an el ement of Y boolean AND Z(k)} is not empty, then the problem has an optimal solution y* is an element of Y boolean AND Zk Of binary length ld(0(k4)). F or fixed k, bur bound implies a polynomial-time algorithm for computing an optimal integral solution y*. In particular, we extend Lenstra's theorem on the polynomial-time solvability of linear integer programming in fixed dim ension to semidefinite integer programming.