When Expected Improvement Falls Short and What EIC Does About It
Expected Improvement has a lot going for it. It has a closed-form expression, it naturally trades off exploration and exploitation, and decades of practitioners have found that it just works. Jones, Schonlau, and Welch popularized it in 1998, and it…
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