On building a principled framework for evaluating and testing evolutionary algorithms: a continuous landscape generator
On building a principled framework for evaluating and testing evolutionary algorithms: a continuous landscape generator
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关于构建评估和测试进化算法的原则框架：连续景观生成器
DOI：
10.1109/cec.2003.1299610
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发表时间：
2003
期刊：
影响因子：
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通讯作者：
M. Gallagher
中科院分区：
文献类型：
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作者：
Bo Yuan;M. Gallagher
在本文中，我们解决了一些有关评估和测试进化算法的问题。提出了一种基于高斯函数的景观生成器，用于生成各种连续的景观作为适应度函数。通过一些初步的实验，我们说明了有用的景观生成器在测试进化算法。
In this paper, we address some issue related to evaluating and testing evolutionary algorithms. A landscape generator based on Gaussian functions is proposed for generating a variety of continuous landscapes as fitness functions. Through some initial experiments, we illustrate the usefulness of this landscape generator in testing evolutionary algorithms.