3 papers
cs.LG2026
Auto-Configured Networks for Multi-Scale Multi-Output Time-Series Forecasting
Yumeng Zha, Shengxiang Yang, Xianpeng Wang
Industrial forecasting often involves multi-source asynchronous signals and multi-output targets, while deployment requires explicit trade-offs between prediction error and model c…
cs.AI2025
Nearest-Better Network for Visualizing and Analyzing Combinatorial Optimization Problems: A Unified Tool
Yiya Diao, Changhe Li, Sanyou Zeng +4
The Nearest-Better Network (NBN) is a powerful method to visualize sampled data for continuous optimization problems while preserving multiple landscape features. However, the calc…
cs.AI2024
Benchmark for CEC 2024 Competition on Multiparty Multiobjective Optimization
Wenjian Luo, Peilan Xu, Shengxiang Yang +1
The competition focuses on Multiparty Multiobjective Optimization Problems (MPMOPs), where multiple decision makers have conflicting objectives, as seen in applications like UAV pa…