Benchmarks for Optimization Software

By Hans Mittelmann (mittelmann at asu.edu)


END OF A BENCHMARKING ERA
 For many years our benchmarking effort had included the solvers CPLEX, Gurobi, and XPRESS. Through an action by Gurobi at the 2018 INFORMS Annual Meeting this has come to an end. IBM and FICO demanded that results for their solvers be removed and then we decided to remove those of Gurobi as well. CPLEX was in fourteen of the benchmarks, Gurobi and XPRESS in twelve.
A partial record of previous benchmarks can be obtained from this webpage and some additional older benchmarks

Note that on top of the benchmarks a link to logfiles is given!

Note also that we do not use performance profiles. See this paper and that one

We use instead the shifted geometric mean


COMBINATORIAL OPTIMIZATION

Concorde-TSP with different LP solvers (12-20-2017)


LINEAR PROGRAMMING

Benchmark of Simplex LP solvers (3-17-2019)

Benchmark of Barrier LP solvers (2-22-2019)

Large Network-LP Benchmark (commercial vs free) (2-27-2019)


MIXED INTEGER LINEAR PROGRAMMING

MILP Benchmark - MIPLIB2017 (3-16-2019)

MILP cases that are slightly pathological (3-21-2019)


SEMIDEFINITE/SQL PROGRAMMING

SQL problems from the 7th DIMACS Challenge (8-8-2002)

Several SDP codes on sparse and other SDP problems (10-25-2018)

Infeasible SDP Benchmark (5-9-2018)

MISOCP Benchmark (12-23-2018)


NONLINEAR PROGRAMMING

AMPL-NLP Benchmark (12-23-2018)


MIXED INTEGER QPs and QCPs

Non-commercial convex QP Benchmark (3-4-2019)

Binary QPLIB Benchmark (1-28-2019)

QPLIB-QCQP Benchmark (2-6-2019)

Convex Discrete QPLIB Benchmark (2-17-2019)


MIXED INTEGER NONLINEAR PROGRAMMING

MINLP Benchmark (2-16-2019)


PROBLEMS WITH EQUILIBRIUM CONSTRAINTS

MPEC Benchmark (4-17-2018)