Leiden University Scholarly Publications

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General Boolean function benchmark suite
Using affine combinations of BBOB problems for performance assessment
Towards a general boolean function benchmark suite
Analysis of modular CMA-ES on strict box-constrained problems in the SBOX-COST benchmarking suite
Modular differential evolution
Assessing the generalizability of a performance predictive model
Deep BIAS: detecting structural bias using explainable AI
When to be discrete
IOHexperimenter: benchmarking platform for Iterative Optimization Heuristics
Comparing algorithm selection approaches on black-box optimization problems
To switch or not to switch
BBOB instance analysis
Using knowledge graphs for performance prediction of modular optimization algorithms
Performance comparison of optimization methods on variational quantum algorithms
OPTION: OPTImization Algorithm Benchmarking ONtology
Benchmarking algorithms for submodular optimization problems using IOHProfiler
Computing star discrepancies with numerical black-box optimization algorithms
Per-run algorithm selection with warm-starting using trajectory-based features
Using structural bias to analyse the behaviour of modular CMA-ES
Analysis of structural bias in differential evolution configurations

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