Shixin Liu

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 66

Top Topics

Production System

Scheduling Problem

Greedy Algorithms

Top Venues

IEEE Trans Autom. Sci. Eng.

Publications

Shujin Qin, Jiawei Li, Jiacun Wang, Xiwang Guo, Shixin Liu, Liang Qi
A Salp Swarm Algorithm for Parallel Disassembly Line Balancing Considering Workers With Government Benefits. IEEE Trans. Comput. Soc. Syst. 11 (1) (2024)
Shujin Qin, Shancheng Zhang, Jiacun Wang, Shixin Liu, Xiwang Guo, Liang Qi
Multiobjective Multiverse Optimizer for Multirobotic U-Shaped Disassembly Line Balancing Problems. IEEE Trans. Artif. Intell. 5 (2) (2024)
Dinghao Guo, Chunyu Lu, Dali Chen, Jizhong Yuan, Qimu Duan, Zheng Xue, Shixin Liu, Ying Huang
A multimodal breast cancer diagnosis method based on Knowledge-Augmented Deep Learning. Biomed. Signal Process. Control. 90 (2024)
Xiwang Guo, ChenYang Fan, Mengchu Zhou, Shixin Liu, Jiacun Wang, Shujin Qin, Ying Tang
Human-Robot Collaborative Disassembly Line Balancing Problem With Stochastic Operation Time and a Solution via Multi-Objective Shuffled Frog Leaping Algorithm. IEEE Trans Autom. Sci. Eng. 21 (3) (2024)
Ziyan Zhao, Junzhi Cheng, Jiaqi Liang, Shixin Liu, MengChu Zhou, Yusuf Al-Turki
Order Picking Optimization in Smart Warehouses With Human-Robot Collaboration. IEEE Internet Things J. 11 (9) (2024)
Shen Yan, Ziyan Zhao, Shixin Liu, Mengchu Zhou
BO-SMOTE: A Novel Bayesian-Optimization-Based Synthetic Minority Oversampling Technique. IEEE Trans. Syst. Man Cybern. Syst. 54 (4) (2024)
Ziyan Zhao, Qi Jiang, Shixin Liu, Mengchu Zhou, Xiaochun Yang, Xiwang Guo
Energy, cost and job-tardiness-minimized scheduling of energy-intensive and high-cost industrial production systems. Eng. Appl. Artif. Intell. 133 (2024)
Jiacun Wang, GuiPeng Xi, XiWang Guo, Shixin Liu, ShuJin Qin, Henry Han
Reinforcement learning for Hybrid Disassembly Line Balancing Problems. Neurocomputing 569 (2024)
Qi Zhang, Shixin Liu, Mengchu Zhou
A robust optimization approach to steel grade design problem subject to uncertain yield and demand. Int. J. Prod. Res. 61 (15) (2023)
Mingchun Li, Dali Chen, Shixin Liu, Fang Liu
Semisupervised Boundary Detection for Aluminum Grains Combined With Transfer Learning and Region Growing. IEEE Trans. Neural Networks Learn. Syst. 34 (9) (2023)
GuiPeng Xi, Jiacun Wang, XiWang Guo, Shixin Liu, ShuJin Qin, Liang Qi
Hybrid Disassembly Line Optimization with Reinforcement Learning. WOCC (2023)
Dong Zhang, Zhihao Li, Pei Jia, Yueshuo Zheng, Shixin Liu, Jun Wei, Minglu Zhang, Manhong Li
Optimization Design and Trajectory Error Compensation of a Facade-Adaptive Wall-Climbing Robot. Symmetry 15 (2) (2023)
Ziyan Zhao, Zikuo Bian, Chenglong Wang, Kun Zou, Shixin Liu
Energy-efficient Hot-rolling Scheduling of High-quality Steel Products. SSCI (2023)
Xuwei Zhang, Ziyan Zhao, Shixin Liu
Local Search Enhanced Multi-Objective Evolutionary Algorithm for Fuzzy Flexible Job Shop Scheduling. SSCI (2023)
Mingchun Li, Dali Chen, Shixin Liu
Beta network for boundary detection under nondeterministic labels. Knowl. Based Syst. 266 (2023)
Shujin Qin, Xinyi Yang, Jiacun Wang, Shixin Liu, Xiwang Guo, Liang Qi
Carousel Storage and Picking Scheduling Issues: A Review. SMC (2023)
Shuo Liu, Shixin Liu, Chao Lu
An integer programming formulation and iterative scheme algorithm for the block relocation problem. J. Control. Decis. 10 (3) (2023)
Xiwang Guo, Tingting Wei, Jiacun Wang, Shixin Liu, Shujin Qin, Liang Qi
Multiobjective U-Shaped Disassembly Line Balancing Problem Considering Human Fatigue Index and an Efficient Solution. IEEE Trans. Comput. Soc. Syst. 10 (4) (2023)
Xiwang Guo, Zhiwei Zhang, Liang Qi, Shixin Liu, Ying Tang, Ziyan Zhao
Stochastic Hybrid Discrete Grey Wolf Optimizer for Multi-Objective Disassembly Sequencing and Line Balancing Planning in Disassembling Multiple Products. IEEE Trans Autom. Sci. Eng. 19 (3) (2022)
Siyi Li, Xingyang Li, Mengchu Zhou, Ziyan Zhao, Shixin Liu
Conflict-Based Search and Improvement Strategies for Solving a New Lexicographic Bi-Objective Multi-Agent Path Finding Problem. SMC (2022)
ZiYan Zhao, MengChu Zhou, Shixin Liu
Iterated Greedy Algorithms for Flow-Shop Scheduling Problems: A Tutorial. IEEE Trans Autom. Sci. Eng. 19 (3) (2022)
Haotian Zhang, Yingjun Ji, Ziyan Zhao, Shixin Liu
Constraint Programming for Modeling and Solving a Hybrid Flow Shop Scheduling Problem. ICNSC (2022)
Minghao Yao, Wanyi Xiao, Wei Zhao, Shixin Liu
Data-driven Methods for Quality Prediction of Aluminum Alloy Ingots. ICNSC (2022)
Ziyan Zhao, Shixin Liu, Mengchu Zhou, Dan You, Xiwang Guo
Heuristic Scheduling of Batch Production Processes Based on Petri Nets and Iterated Greedy Algorithms. IEEE Trans Autom. Sci. Eng. 19 (1) (2022)
Fayang Lu, Shixin Liu, Xiwang Guo, Shujin Qin, Jiacun Wang, ZiYan Zhao
Moth-flame Optimizer for Multi-product Humanrobot Collaborative Parallel Disassembly Line Balancing Problem. SMC (2022)
Xingyang Li, Jun Fu, Zixi Jia, Ziyan Zhao, Siyi Li, Shixin Liu
Constraint Programming for a Novel Integrated Optimization of Blocking Job Shop Scheduling and Variable-Speed Transfer Robot Assignment. ICNSC (2022)
Shancheng Zhang, Xiwang Guo, Jiacun Wang, Shixin Liu, Shujin Qin, ZiYan Zhao
An Improved Multi-objective Multi-verse Optimization Algorithm for Multifunctional Robotic Parallel Disassembly Line Balancing Problems. SMC (2022)
Mingchun Li, Dali Chen, Shixin Liu
Weakly Supervised Segmentation Loss Based on Graph Cuts and Superpixel Algorithm. Neural Process. Lett. 54 (3) (2022)
Zhuohan Zhang, Ziyan Zhao, Yang Zhang, Shixin Liu
Multi-Process Logistics Planning for Cost Minimization and Workload Balance in Steel Production Systems. ICNSC (2022)
Shuo Liu, Shixin Liu, Chao Lu, MengChu Zhou, Abdullah Abusorrah
Valid Inequality and Variable Fixation for Unrestricted Block Relocation Problems. IEEE Trans. Intell. Transp. Syst. 23 (10) (2022)
Fuguang Huang, Xiwang Guo, Jiacun Wang, Shixin Liu, Shujin Qin, ZiYan Zhao
Multi-objective Discrete Bat Optimizer for Parallel Disassembly Line Balancing Problems. SMC (2022)
Yingjun Ji, Shixin Liu, Mengchu Zhou, Ziyan Zhao, Xiwang Guo, Liang Qi
A machine learning and genetic algorithm-based method for predicting width deviation of hot-rolled strip in steel production systems. Inf. Sci. 589 (2022)
Wenchang Wang, Xiwang Guo, Shixin Liu, Shu Jin Qin, Liang Qi, ZiYan Zhao, Ying Tang
Multi-objective Discrete Chemical Reaction Optimization Algorithm for Multiple-product Partial U-shaped Disassembly Line Balancing Problem. SMC (2021)
Dali Chen, Dingpeng Sun, Jun Fu, Shixin Liu
Semi-Supervised Learning Framework for Aluminum Alloy Metallographic Image Segmentation. IEEE Access 9 (2021)
GuiBin Qin, Xiwang Guo, Shixin Liu, Liang Qi, Jian Zhao, ZiYan Zhao, Ying Tang
Multi-objective Discrete Migrating Birds Optimizer Solving Multiple-product Partial U-shaped Disassembly Line Balancing Problem. MED (2021)
Song Xu, Xiwang Guo, Shixin Liu, Liang Qi, Shujin Qin, ZiYan Zhao, Ying Tang
Multi-objective Optimizer with Collaborative Resource Allocation Strategy for U-shaped Stochastic Disassembly Line Balancing Problem. SMC (2021)
Yarong Shi, Shixin Liu
Very Large-Scale Neighborhood Search for Steel Hot Rolling Scheduling Problem With Slab Stack Shuffling Considerations. IEEE Access 9 (2021)
Ziyan Zhao, Shixin Liu, MengChu Zhou, Abdullah Abusorrah
Dual-Objective Mixed Integer Linear Program and Memetic Algorithm for an Industrial Group Scheduling Problem. IEEE CAA J. Autom. Sinica 8 (6) (2021)
Shancheng Zhang, Laide Guo, Xiwang Guo, Shixin Liu, Liang Qi, Shujin Qin, Ying Tang, Ziyan Zhao
Multi-Objective Multi-Verse Optimizer for Multi-Product Partial U-Shaped Disassembly Line Balancing Problem. ICNSC (2021)
Xu Wang, MengChu Zhou, Qiuhong Zhao, Shixin Liu, Xiwang Guo, Liang Qi
A Branch and Price Algorithm for Crane Assignment and Scheduling in Slab Yard. IEEE Trans Autom. Sci. Eng. 18 (3) (2021)
Xiwang Guo, MengChu Zhou, Shixin Liu, Liang Qi
Multiresource-Constrained Selective Disassembly With Maximal Profit and Minimal Energy Consumption. IEEE Trans Autom. Sci. Eng. 18 (2) (2021)
Qi Zhang, Shixin Liu, Ruiyou Zhang, Shujin Qin
Column generation algorithms for mother plate design in steel plants. OR Spectr. 43 (1) (2021)
Mingchun Li, Dali Chen, Shixin Liu, Fang Liu
Prior Mask R-CNN Based on Graph Cuts Loss and Size Input for Precipitation Measurement. IEEE Trans. Instrum. Meas. 70 (2021)
Mingchun Li, Dali Chen, Shixin Liu, Dinghao Guo
Online learning method based on support vector machine for metallographic image segmentation. Signal Image Video Process. 15 (3) (2021)
Xiwang Guo, Mengchu Zhou, Shixin Liu, Liang Qi
Lexicographic Multiobjective Scatter Search for the Optimization of Sequence-Dependent Selective Disassembly Subject to Multiresource Constraints. IEEE Trans. Cybern. 50 (7) (2020)
Tianyuan Wang, Xiwang Guo, Shixin Liu, Liang Qi, ZiYan Zhao
A Stochastic Sequence-dependent Multi-objective Disassembly Line Balancing Model Subject to Task Failure and Resource Constraint via Multi-objective Cuckoo Search. SMC (2020)
Zhiwei Zhang, Xiwang Guo, MengChu Zhou, Shixin Liu, Liang Qi
Multi-objective Discrete Grey Wolf Optimizer for Solving Stochastic Multi-objective Disassembly Sequencing and Line Balancing Problem. SMC (2020)
Dali Chen, Yang Liu, Shixin Liu, Fang Liu, Yangquan Chen
Framework of Specific Description Generation for Aluminum Alloy Metallographic Image Based on Visual and Language Information Fusion. Symmetry 12 (5) (2020)
ZiYan Zhao, Xiaoyue Yong, Shixin Liu, Mengchu Zhou
Data-driven Surplus Material Prediction in Steel Coil Production. WOCC (2020)
Mingchun Li, Dali Chen, Shixin Liu
Grain Boundary Detection Based on Multi-Level Loss From Feature and Adversarial Learning. IEEE Access 8 (2020)
ZiYan Zhao, Shixin Liu, MengChu Zhou, Xiwang Guo
Intelligent Scheduling for a Rolling Process in Steel Production Systems. ICNSC (2020)
Chao Lu, Bo Zeng, Shixin Liu
A Study on the Block Relocation Problem: Lower Bound Derivations and Strong Formulations. IEEE Trans Autom. Sci. Eng. 17 (4) (2020)
Kun Wu, Xiwang Guo, MengChu Zhou, Shixin Liu, Liang Qi
Multi-objective Discrete Brainstorming Optimizer for Stochastic Disassembly Line Balancing Problem Subject to Disassembly Failure. SMC (2020)
ZiYan Zhao, Shixin Liu, MengChu Zhou
A New Bi-Objective Batch Scheduling Problem: NSGA-II-and-Local-Search-Based Memetic Algorithms. SMC (2020)
GuiBin Qin, Xiwang Guo, MengChu Zhou, Shixin Liu, Liang Qi
Multi-Objective Discrete Migratory Bird Optimizer for Stochastic Disassembly Line Balancing Problem. SMC (2020)
Dali Chen, Yingying Ao, Shixin Liu
Semi-Supervised Learning Method of U-Net Deep Learning Network for Blood Vessel Segmentation in Retinal Images. Symmetry 12 (7) (2020)
ZiYan Zhao, Shixin Liu, MengChu Zhou, Xiwang Guo, Liang Qi
Decomposition Method for New Single-Machine Scheduling Problems From Steel Production Systems. IEEE Trans Autom. Sci. Eng. 17 (3) (2020)
Dali Chen, Dinghao Guo, Shixin Liu, Fang Liu
Microstructure Instance Segmentation from Aluminum Alloy Metallographic Image Using Different Loss Functions. Symmetry 12 (4) (2020)
ZiYan Zhao, Shixin Liu, Mengchu Zhou, Xiwang Guo, Jialun Xue
Iterated Greedy Algorithm for Solving a New Single Machine Scheduling Problem. ICNSC (2019)
Bokai Cheng, Cheng Hang, Yunfei Hu, Shixin Liu, Jiaoliang Yu, Yutong Wang, Jianhua Shen
Routing and Spectrum Assignment Algorithm based on Spectrum Fragment Assessment of Arriving Services. WOCC (2019)
Shiyue Zhang, Dali Chen, Shixin Liu, Pengyuan Zhang, Wei Zhao
Aluminum alloy microstructural segmentation method based on simple noniterative clustering and adaptive density-based spatial clustering of applications with noise. J. Electronic Imaging 28 (3) (2019)
Dali Chen, Pengyuan Zhang, Shixin Liu, Yangquan Chen, Wei Zhao
Aluminum alloy microstructural segmentation in micrograph with hierarchical parameter transfer learning method. J. Electronic Imaging 28 (5) (2019)
Jian Zhao, Shixin Liu, Mengchu Zhou, Xiwang Guo, Liang Qi
An Improved Binary Cuckoo Search Algorithm for Solving Unit Commitment Problems: Methodological Description. IEEE Access 6 (2018)
Xiwang Guo, Shixin Liu, MengChu Zhou, Guangdong Tian
Dual-Objective Program and Scatter Search for the Optimization of Disassembly Sequences Subject to Multiresource Constraints. IEEE Trans Autom. Sci. Eng. 15 (3) (2018)
Jian Zhao, Shixin Liu, Mengchu Zhou, Xiwang Guo, Liang Qi
Modified cuckoo search algorithm to solve economic power dispatch optimization problems. IEEE CAA J. Autom. Sinica 5 (4) (2018)
Xiwang Guo, Shixin Liu, MengChu Zhou, Guangdong Tian
Disassembly Sequence Optimization for Large-Scale Products With Multiresource Constraints Using Scatter Search and Petri Nets. IEEE Trans. Cybern. 46 (11) (2016)