BBOB Functions
收藏arXiv2025-09-30 收录
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https://github.com/GitNitin02/ioh_pso
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资源简介：
该数据集包含了一系列多样化的基准函数，涵盖了单峰、多峰以及高度多峰函数，用于评估在不同通信拓扑下粒子群优化算法的性能。这些函数被分为单峰（包括f1、f2、f5至f14）、多峰（包括f3、f4、f15、f16、f20、f23、f24）和高度多峰（包括f17、f18、f19、f21、f22）三类，每个函数都使用100次迭代的预算进行评估。该数据集在二维空间中包含了24个基准函数，其任务是对优化性能进行评估。
This dataset includes a diverse collection of benchmark functions spanning unimodal, multimodal, and highly multimodal types, which are utilized to assess the performance of particle swarm optimization algorithms under various communication topologies. These functions are divided into three categories: unimodal (covering f1, f2, f5 to f14), multimodal (covering f3, f4, f15, f16, f20, f23, f24), and highly multimodal (covering f17, f18, f19, f21, f22). Each function is evaluated with a budget of 100 iterations. This dataset contains 24 benchmark functions in two-dimensional space, with the core task of evaluating optimization performance.
提供机构：
Benchmarking framework for optimization algorithms
