Standard Deceptive Functions
收藏arXiv2025-09-30 收录
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资源简介：
该数据集包含了8阶标准欺骗函数、6阶和10阶双峰欺骗函数的串联，以及由这些函数构建的循环陷阱、NK适应度景观和ISING自旋玻璃。同时，数据集还包括了带噪声的版本和问题标准版本。这是一个大型的基准测试套件，适用于灰盒优化任务。
This dataset contains 8-order standard deceptive functions, as well as concatenations of 6-order and 10-order bimodal deceptive functions. Additionally, it includes cyclic trap functions, NK fitness landscapes, and Ising spin glasses constructed from these functions. The dataset also covers both noisy and standard versions of the corresponding problems. This is a large-scale benchmark suite tailored for grey-box optimization tasks.
