RESEARCH FIELD
- Operations optimization in production and service
- Data Mining
TEACHING INTERESTS
- Data, Model and Decisions
- Operations Management
- Applied Statistics
RESEARCH
Sponsored Research Projects
- Robust optimization of parallel machine scheduling with the explicit consideration of waiting times. National Natural Science Fund Project, 2020-2023.
- Multi-objective optimization of hybrid flow-shop scheduling problem with energy consumption cost and dual resource. National Natural Science Fund Project, 2016-2019.
- Integrated optimization model and methods for flexible job shop scheduling with maintenance, National Natural Science Fund Project, 2012-2015.
- Adaptive coordination mechanism for distributed manufacturing scheduling, National Natural Science Fund Project, 2010.
Selected Publications
Papers in Scheduling and Optimization
- Kan Fang, Shijin Wang*(Corresponding author), Michael Pinedo, Lin Chen, Feng Chu. A combinatorial Benders decomposition algorithm for parallel machine scheduling with working-time restrictions. European Journal of Operational Research, 2020, in press, https://doi.org/10.1016/j.ejor.2020.09.037.
- Shijin Wang, Wenli Cui, Feng Chu, Jianbo Yu, Jatiner Gupta. Robust (min-max regret) single machine scheduling with interval processing times and total tardiness criterion. Computers & Industrial Engineering, 2020, in press. https://doi.org/10.1016/j.cie.2020.106838.
- Shijin Wang, Wenli Cui, Feng Chu, Jianbo Yu. The interval min-max regret knapsack packing-delivery problem. International Journal of Production Research, 2020 in press, DOI: 10.1080/00207543.2020.1789235.
- Shijin Wang, Wenli Cui. Approximation algorithms for the min-max regret identical parallel machine scheduling problem with outsourcing and uncertain processing time. International Journal of Production Research, 2020, in press，https://doi.org/10.1080/00207543.2020.1766721.
- Shijin Wang, Ruochen Wu, Feng Chu, Jianbo Yu. Identical parallel machine scheduling with assurance of maximum waiting time for an emergency job. Computers & Operations Research, 2020, 118. DOI: 10.1016/j.cor.2020.104918.
- Shijin Wang, Ruochen Wu, Feng Chu, Jianbo Yu, Xin Liu. An improved formulation and efficient heuristics for the discrete parallel-machine makespan ScheLoc problem. Computers & Industrial Engineering, 2020, 140(106238): 1-9.
- Shijin Wang, Ming Liu, Feng Chu. Approximate and exact algorithms for an energy minimization traveling salesman problem. Journal of Cleaner Production, 2020, 249(119433): 1-17.
- Shijin Wang, Ruochen Wu, Feng Chu, Jianbo Yu. Variable Neighborhood Search based Methods for Integrated Hybrid Flow Shop Scheduling with Distribution. Soft Computing, 2020, 24: 8917–8936.
- Shijin Wang, Xiaodong Wang, Feng Chu, Jianbo Yu. An energy-efficient two-stage hybrid flow shop scheduling problem in a glass production. International Journal of Production Research, 2020,58(8): 2283-2314.
- Shijin Wang, Ying Lu. A branch and price algorithm for single-machine completion time variance. Computers & Operations Research, 2019, 109: 188-199.
- Shijin Wang, Benyan Ye. Exact methods for order acceptance and scheduling on unrelated parallel machines. Computers & Operations Research, 2019, 104: 159-173.
- Shijin Wang, Xiaodong Wang, Li Yu. Two-stage no-wait hybrid flowshop scheduling with sequence-dependent setup times. International Journal of Systems Science: Operations & Logistics, 2019.
- Shijin Wang, Xiaodong Wang, Jianbo Yu, Shuan Ma, Ming Liu. Bi-objective identical parallel machine scheduling to minimize total energy consumption and makespan. Journal of Cleaner Production, 2018, 193: 424-440.
- Shijin Wang, Benyan Ye. A comparison between just-in-time and economic order quantity models with carbon emissions. Journal of Cleaner Production, 2018, 187: 662-671.
- Shijin Wang, Shuan Ma. Efficient methods for a bi-objective nursing home location and allocation problem: A case study. Applied Soft Computing, 2018, 65: 280-291.
- Shijin Wang, Zhanguo Zhu, Kan Fang, Feng Chu, Chengbin Chu. Scheduling on a two-machine permutation flow shop under time-of-use electricity tariffs. International Journal of Production Research, 2018, 56(9): 3173-3187.
- Shijin Wang, Ming Liu, Feng Chu, Chengbin Chu. Bi-objective optimization of a single machine batch scheduling problem with energy cost consideration. Journal of Cleaner Production, 2016, 137(20): 1205-1215.
- Wang Shijin, Liu Ming, Chu Chengbin. A branch-and-bound algorithm for two-stage no-wait hybrid flow-shop scheduling, International Journal of Production Research, 2015, 53(4): 1143-1167.
- Wang Shijin, Liu Ming. Two-machine Flow Shop Scheduling Integrated with Preventive Maintenance Planning. International Journal of Systems Science, 2016, 47(3): 672-690.
- Wang Shijin, Liu Ming. Two-stage Hybrid Flow shop Scheduling with Preventive Maintenance Using Multi-objective Tabu Search Method. International Journal of Production Research, 2014, 52(5): 1495-1508.
- Wang Shijin. Bi-objective Optimization for Integrated Scheduling of Single Machine with Setup Times and Preventive Maintenance Planning. International Journal of Production Research, 2013, 51(12): 3719-3733.
- Wang Shijin, Liu Ming. A Heuristic Method for Two-Stage Hybrid Flow Shop with Dedicated Machines. Computers & Operations Research, 2013, 40(1): 438-450
- Wang Shijin, Liu Ming. A Genetic Algorithm for Two-stage No-wait Hybrid Flow Shop Scheduling Problem. Computers & Operations Research, 2013, 40(4): 1064-1075.
- Wang Shijin, Liu Ming. A branch and bound algorithm for single-machine production scheduling integrated with preventive maintenance planning. International Journal of Production Research, 2013, 51(3): 847-868
- Wang Shijin, Yu Jianbo. An effective heuristic for flexible job-shop scheduling problem with maintenance activities. Computers and Industrial Engineering, 2010, 59(3): 436-447.
- Wang Shijin, Zhou Binghai, Xi Lifeng. A Filtered-Beam-Search based heuristic algorithm for Flexible Job-shop Scheduling Problem. International Journal of Production Research, 2008, 46(11): 3027-3058.
- Wang Shijin, Xi Lifeng, Zhou Binghai. FBS-enhanced agent-based dynamic scheduling in FMS. Engineering Application of Artificial Intelligence, 2008, 21(4): 644-657.
- Wang Shijin, Xi Lifeng, Zhou Binghai. Filtered-Beam-Search-Based Algorithm for Dynamic Rescheduling in FMS. Robotics and Computer-Integrated Manufacturing. 2007, 23(4): 457-468.
Papers in data mining
- Wang Shijin, Yu Jianbo et al. A Modified Support Vector Data Description based Novelty Detection Approach for Machinery Components. Applied Soft Computing, 2013,13(2): 1193-1205
- Wang Shijin, Avin Mathew, Yan Chen, Lifeng Xi, Lin Ma, Jay Lee. Empirical Analysis of Support Vector Machine Ensemble Classifiers. Expert Systems with Applications. 2009, 36: 6466-6476.
- Yu Jianbo, Wang Shijin. Using minimum quantization error chart for the monitoring of process states in multivariate manufacturing processes. Computers & Industrial Engineering, 2009, 57: 1300-1312.
- Yu Jianbo, Wang Shijin, Xi Lifeng. Evolving Artificial Neural Networks Using an Improved PSO and DPSO. Neurocomputing Letter, 2008, 71(4-6): 1054-1060.
