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In the Real-Parameter Black-Box Optimization Benchmark (BBOB) multi-modal functions are divided into two sets: “Multi-modal functions with adequate global structure” and “Multi-modal functions...
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Are there versions of CMA-ES specifically designed for high dimensional search spaces? Are there any implementations available (preferable in MATLAB)?
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We have developed a new heuristic specifically designed to deal with multimodality. Although it has performed well on benchmark functions, we are looking for real-life optimization problems to...
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Some optimization problems, such as Molecular Docking which includes 1D and 3D rotations, have non-Euclidean search spaces. Does this influence or bias the results and search behavior of global...
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