Parallel Bayesian Global Optimization of Expensive Functions

Author:

Wang Jialei1ORCID,Clark Scott C.2,Liu Eric3,Frazier Peter I.4ORCID

Affiliation:

1. SensesAI, Beijing 100016, China;

2. SigOpt, San Francisco, California 94104;

3. Yelp, Inc., San Francisco, California 94105;

4. School of Operations Research and Information Engineering, Cornell University, Ithaca, New York 14853

Abstract

Large-Scale Parallel Bayesian Optimization

Publisher

Institute for Operations Research and the Management Sciences (INFORMS)

Subject

Management Science and Operations Research,Computer Science Applications

Reference35 articles.

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3. Brochu E, Brochu T, de Freitas N (2010) A Bayesian interactive optimization approach to procedural animation design. Proc. 2010 ACM SIGGRAPH/Eurographics Sympos. Comput. Animation (Eurographics Association, Madrid), 103–112.

4. Average performance of a class of adaptive algorithms for global optimization

5. One-dimensional Global Optimization Based on Statistical Models

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