This article presents a restart scheme for accelerated first-order methods, for which we show linear convergence under the satisfaction ... the worst-case convergence rate is comparable to the one ...

PaPILO, a C++14-based software package, provides parallel presolve routines for (mixed integer) linear programming problems. The routines are implemented using templates which ... If the presolve ...

This paper presents a privacy-preserving solution to linear programming for two parties when the cost, or objective, function is known only to one party, and the constraint equations are known only to ...