Title :
On linear characterizations of combinatorial optimization problems
Author :
Karp, Richard M. ; Papadimitriou, Christos H.
Abstract :
We show that there can be no computationally tractable description by linear inequalities of the polyhedron associated with any NP-complete combinatorial optimization problem unless NP = co-NP -- a very unlikely event. We also apply the ellipsoid method for linear programming to show that a combinatorial optimization problem is solvable in polynomial time if and only if it admits a small generator of violated inequalities.
Keywords :
Computer science; Ellipsoids; Indexing; Laboratories; Linear programming; Optimization methods; Polynomials; Vectors;
Conference_Titel :
Foundations of Computer Science, 1980., 21st Annual Symposium on
Conference_Location :
Syracuse, NY, USA
DOI :
10.1109/SFCS.1980.29