Model Complexity vs. Performance in the Bayesian Optimization Algorithm

Elon S. Correa, Jonathan L. Shapiro. Model Complexity vs. Performance in the Bayesian Optimization Algorithm. In Thomas Philip Runarsson, Hans-Georg Beyer, Edmund K. Burke, Juan J. Merelo Guervós, L. Darrell Whitley, Xin Yao, editors, Parallel Problem Solving from Nature - PPSN IX, 9th International Conference, Reykjavik, Iceland, September 9-13, 2006, Procedings. Volume 4193 of Lecture Notes in Computer Science, pages 998-1007, Springer, 2006. [doi]

Abstract

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