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ENTITY Preference-Shaped Expected Hypervolume and R2 Improvement: Exact Computation and Monotonicity

Preference-Shaped Expected Hypervolume and R2 Improvement: Exact Computation and Monotonicity

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  1. RESEARCH · CL_55667 ·

    Researchers detail preference-shaped criteria for Bayesian multiobjective optimization

    This paper delves into preference-shaped expected improvement criteria for Bayesian multiobjective optimization, examining two indicator families: hypervolume and R2. It precisely defines which preference transformation…