Multi-factorial Optimization for Large-scale Virtual Machine Placement in Cloud Computing

no code implementations • 18 Jan 2020 • Zhengping Liang, Jian Zhang, Liang Feng, Zexuan Zhu

However, as growing demand for cloud services, the existing EAs fail to implement in large-scale virtual machine placement (LVMP) problem due to the high time complexity and poor scalability.

Cloud Computing Evolutionary Algorithms

A Two stage Adaptive Knowledge Transfer Evolutionary Multi-tasking Based on Population Distribution for Multi/Many-Objective Optimization

no code implementations • 3 Jan 2020 • Zhengping Liang, Weiqi Liang, Xiuju Xu, Ling Liu, Zexuan Zhu

Experimental results on multi-tasking multi-objective optimization test suites show that EMT-PD is superior to other six state-of-the-art evolutionary multi/single-tasking algorithms.

Transfer Learning