Tsinghua Science and Technology Open Access Editor-in-Chief: Jiaguang SUN
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Topical collection: Special Section on Machine Learning Enabled Intelligent Optimization
Open Access
A Learning Driven Evolutionary Algorithm with Separated‑Axis C onvolutional Localization for Integrated 3D Nesting and Scheduling in Additive Manufacturing Workshop
Zipeng Yang, Xinyu Li, Qingsong Fan, [...], Qihao Liu, Liang Gao << Fewer
Available online: 10 April 2026
Open Access
Imitation Learning and Constraint Programming-assisted Evolutionary Algorithm for Resource-Constrained Flexible Job Shop Scheduling Problem with Sequence-Dependent Setup Times 
Weiyao Cheng, Chaoyong Zhang, Leilei Meng, [...], Hongyan Sang, Biao Zhang << Fewer
Available online: 14 May 2026
Research Article | Open Access
Adversarial Attack and Defense in Multi-Agent Deep Reinforcement Learning for Active Distribution Network Dispatching
Zhuocen Dai, Mao Tan, Yi Su, [...], Xiao Liu, Yin Yang, Kang Li << Fewer
Available online: 14 May 2026
Research Article | Open Access
Automatic generation of heuristic dispatching rules for dynamic hybrid flow shop scheduling via personalized multi-island reflective evolution
Yuning Lei, Jin Huang, Xinyu Li, [...], Qihao Liu, Liang Gao << Fewer
Available online: 13 May 2026
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