Abstract: This paper addresses the distributed nonconvex optimization problem, where both the global cost function and local inequality constraint function are nonconvex. To tackle this issue, the ...

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This is the repository of the paper "Interactive Hyperparameter Optimization in Multi-Objective Problems via Preference Learning". For a high-level overview, check ...

Abstract: Surrogate-assisted evolutionary algorithms for expensive optimization problems have gained considerable attention in recent years. In many real-world optimization problems, we may face ...