Research on the Bayesian Optimization Algorithm Research on the Bayesian Optimization Algorithm
Research on the Bayesian Optimization Algorithm Research on the Bayesian Optimization Algorithm
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贝叶斯优化算法研究 贝叶斯优化算法研究
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通讯作者：
D. Goldberg
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作者：
M. Pelikán;D. Goldberg
本文总结了贝叶斯优化算法（BOA）的最新研究成果，并概述了我们在这一领域的研究方向。它解决了遗传算法中经常使用的问题分解框架，以了解复杂的行为。它提供了最重要的研究问题，以解决和审查我们最近在每个领域的进展。
This paper summarizes our recent research on the Bayesian optimization algorithm (BOA) and outlines the directions our research in this area has been following. It settles the algorithm in the problem decomposition framework used often to understand the complex behavior of genetic algorithms. It provides the most important research issues to tackle and reviews our recent progress in each of these areas.