Frontiers

Multi-objective optimization of a multiphase pump booster unit for enhanced hydraulic performance

1 Key Laboratory of Fluid and Power Machinery, Xihua University, Ministry of Education, Chengdu, China 2 State Key Laboratory of Hydroscience and Department of Energy and Power Engineering, Tsinghua ...
IEEE

Layer-Aware Containerized Microservice Scheduling via Multi-Objective Proximal Policy Optimization in Edge Computing Enabled IoT

Abstract: Containerized microservice (MS) architecture has emerged as the preferred solution for increasingly complex IoT applications in edge computing (EC). However, containerized MS’s runtime ...
Frontiers

CLMOAS: collaborative large-scale multi-objective optimization algorithms with adaptive strategies

In the field of multi-objective evolutionary optimization, prior studies have largely concentrated on the scalability of objective functions, with relatively less emphasis on the scalability of ...
IEEE

Multi-Objectives Optimization with Digital Twin for Mixed-flow Production Line

Abstract: The automatic mixed-flow production line plays a pivotal role in the manufacturing industry due to its highly flexible production capacity. Addressing challenges such as equipment ...