activity
20112022
most citedWhat Weights Work for You? Adapting Weights for Any Pareto Front Shape in Decomposition-based Evolutionary Multi-Objective Optimisation

20 citations · 41 across the 8 of their papers we have counts for

collaborators

14 papers

cs.NE20222 cited

An Efficient Multi-Indicator and Many-Objective Optimization Algorithm based on Two-Archive

Ziming Wang, Xin Yao

Indicator-based algorithms are gaining prominence as traditional multi-objective optimization algorithms based on domination and decomposition struggle to solve many-objective opti…

cs.NE20221 cited

Evolutionary Optimization for Proactive and Dynamic Computing Resource Allocation in Open Radio Access Network

Gan Ruan, Leandro L. Minku, Zhao Xu +1

Intelligent techniques are urged to achieve automatic allocation of the computing resource in Open Radio Access Network (O-RAN), to save computing resource, increase utilization ra…

cs.NE2020

Memetic Search for Vehicle Routing with Simultaneous Pickup-Delivery and Time Windows

Shengcai Liu, Ke Tang, Xin Yao

The Vehicle Routing Problem with Simultaneous Pickup-Delivery and Time Windows (VRPSPDTW) has attracted much research interest in the last decade, due to its wide application in mo…

cs.NE2020

Few-shots Parallel Algorithm Portfolio Construction via Co-evolution

Ke Tang, Shengcai Liu, Peng Yang +1

Generalization, i.e., the ability of solving problem instances that are not available during the system design and development phase, is a critical goal for intelligent systems. A…

cs.NE20201 cited

A Hybrid Evolutionary Algorithm for Reliable Facility Location Problem

Han Zhang, Jialin Liu, Xin Yao

The reliable facility location problem (RFLP) is an important research topic of operational research and plays a vital role in the decision-making and management of modern supply c…

cs.LG20193 cited

On Performance Estimation in Automatic Algorithm Configuration

Shengcai Liu, Ke Tang, Yunwen Lei +1

Over the last decade, research on automated parameter tuning, often referred to as automatic algorithm configuration (AAC), has made significant progress. Although the usefulness o…