In this page, we maintain a collection of black-box optimization models routinely used in the context of developing BAM. Some of these problems originate from applications, while others are synthetic and have been designed to test, develop, or challenge black-box solvers:
- rs13: A collection of 502 continuous nonlinear problems from [1], for which the following information is available:
- BAM files and executables for Linux AMD/Intel
- BAM files and executables for Linux ARM64
- BAM files and executables for Windows
- BAM files and executables for OSX Intel
- BAM files and executables for OSX M Series
- Fortran and C source codes that can be compiled to generate executables locally
- The optimal solutions of these problems
- ps22: A collection of 267 mixed-integer nonlinear problems from [2], for which the following information is available:
- BAM files and executables for Linux AMD/Intel
- BAM files and executables for Linux ARM64
- BAM files and executables for Windows
- BAM files and executables for OSX Intel
- BAM files and executables for OSX M Series
- C source codes that can be compiled to generate executables locally
Sources:
- Rios, L. M. and N. V. Sahinidis, Derivative-free optimization: A review of algorithms and comparison of software implementations, Journal of Global Optimization, 56, 1247-1293, 2013.
- Ploskas, N. and N. V. Sahinidis, Review and comparison of algorithms and software for mixed-integer derivative-free optimization, Journal of Global Optimization, 82, 433-462, 2022.