Benchmark Datasets
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DFO Benchmark Suite: Test Problems and Initial Samples for Derivative-Free Optimization
A comprehensive collection of test problems and initial samples for benchmarking derivative-free optimization algorithms. Designed to facilitate reproducible comparisons across DFO solvers.
Keywords: derivative-free optimization, benchmark problems, test suite, algorithm comparison, Decision Sciences -
MOO Benchmark Problems for MATLAB: Test Functions for Multiobjective Optimization
A collection of test functions for multiobjective optimization implemented in MATLAB. Provides standard benchmark problems for evaluating and comparing multi-objective solvers.
Keywords: multi-objective optimization, benchmark problems, MATLAB, Pareto front, test functions, Decision Sciences -
Global Optimization Test Set (MATLAB)
A test set for global optimization problems in MATLAB, used as benchmark for the GLODS algorithm.
Reference: A. L. Custódio and J. F. A. Madeira, GLODS: Global and Local Optimization using Direct Search, Journal of Global Optimization, 62 (2015), 1–28.
Available at GLODS site. For access, please send an e-mail request to Dr. A. L. Custódio.
Keywords: global optimization, benchmark problems, MATLAB, GLODS, test set -
Multiobjective Optimization Test Set (AMPL & MATLAB)
A collection of multiobjective optimization problems in AMPL and MATLAB formats, used as benchmark for the DMS algorithm.
Reference: A. L. Custódio, J. F. A. Madeira, A. I. F. Vaz, and L. N. Vicente, Direct Multisearch for Multiobjective Optimization, SIAM Journal on Optimization, 21 (2011), 1109–1140.
Available at DMS site. For access, please send an e-mail request to Dr. A. L. Custódio.
Keywords: multi-objective optimization, benchmark problems, AMPL, MATLAB, DMS, Pareto front, test set
External Test Function Collections
- 1-D Test Functions for Global Optimization
- Test Functions for Optimization (Wikipedia)
- Optimization Test Problems (SFU)
- Test Functions Index (Global Optimization)