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Support Multi-Objective Optimization GPSampler#6069

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nabenabe0928 merged 20 commits intooptuna:masterfrom
nabenabe0928:feat/support-ehvi-in-gp-sampler
May 16, 2025
Merged

Support Multi-Objective Optimization GPSampler#6069
nabenabe0928 merged 20 commits intooptuna:masterfrom
nabenabe0928:feat/support-ehvi-in-gp-sampler

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Motivation

This PR adds the multi-objective GPSampler as a followup of these PRs:

Description of the changes

  • Modify GPSampler so that the multi-objective optimization is supported

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feature Change that does not break compatibility, but affects the public interfaces.

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