Tsinghua Science and Technology Open Access Editor-in-Chief: Jiaguang SUN
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Topical collection: Special Section on Intelligent Optimization and Scheduling with Data & Model Fusion
Open Access
Mathematical Modeling and a Multiswarm Collaborative Optimization Algorithm for Fuzzy Integrated Process Planning and Scheduling Problem
Qihao Liu, Cuiyu Wang, Xinyu Li, Liang Gao
Published: 22 September 2023
2024, 29(2): 285-304
Open Access
Solving Multi-Objective Vehicle Routing Problems with Time Windows: A Decomposition-Based Multiform Optimization Approach
Yiqiao Cai, Zifan Lin, Meiqin Cheng, [...], Peizhong Liu, Ying Zhou << Fewer
Published: 22 September 2023
2024, 29(2): 305-324
Open Access
Exploring a Promising Region and Enhancing Decision Space Diversity for Multimodal Multi-Objective Optimization
Fei Ming, Wenyin Gong
Published: 22 September 2023
2024, 29(2): 325-342
Open Access
Evolutionary Multi-Tasking Optimization for High-Efficiency Time Series Data Clustering
Rui Wang, Wenhua Li, Kaili Shen, [...], Tao Zhang, Xiangke Liao << Fewer
Published: 22 September 2023
2024, 29(2): 343-355
Open Access
Reinforcement Learning-Based Dynamic Order Recommendation for On-Demand Food Delivery
Xing Wang, Ling Wang, Chenxin Dong, [...], Hao Ren, Ke Xing << Fewer
Published: 22 September 2023
2024, 29(2): 356-367
Open Access
A Constraint Adaptive Multi-Tasking Differential Evolution Algorithm: Designed for Dispatch of Integrated Energy System in Coal Mine
Canyun Dai, Xiaoyan Sun, Hejuan Hu, [...], Yong Zhang, Dunwei Gong << Fewer
Published: 22 September 2023
2024, 29(2): 368-385
Open Access
A Matching Algorithm with Reinforcement Learning and Decoupling Strategy for Order Dispatching in On-Demand Food Delivery
Jingfang Chen, Ling Wang, Zixiao Pan, [...], Yuting Wu, Jie Zheng, Xuetao Ding << Fewer
Published: 22 September 2023
2024, 29(2): 386-399
Open Access
Multi-Objective Teaching-Learning-Based Optimizer for a Multi-Weeding Robot Task Assignment Problem
Nianbo Kang, Zhonghua Miao, Quan-Ke Pan, [...], Weimin Li, M. Fatih Tasgetiren << Fewer
Published: 02 May 2024
2024, 29(5): 1249-1265
Open Access
Solving Combinatorial Optimization Problems with Deep Neural Network: A Survey
Feng Wang, Qi He, Shicheng Li
Published: 02 May 2024
2024, 29(5): 1266-1282
Open Access
Cooperative-Guided Ant Colony Optimization with Knowledge Learning for Job Shop Scheduling Problem
Wei Li, Xiangfang Yan, Ying Huang
Published: 02 May 2024
2024, 29(5): 1283-1299
Total 21