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Shih-Wei Lin

Professor 

E-mail:swlin@mail.cgu.edu.tw
TEL:+886-3-211-8800 ext. 5811
FAX:+886-3-211-8020
Personal Web page (English)

Personal Web page (Chinese)

Professor Lin is currently a Professor in Department of Information Management, Chang Gung University. He received his Ph.D. in Industrial Management from the National Taiwan University of Science and Technology in 2002. His current research interests include scheduling and data mining. He has published papers in Omega, Computers & Operations Research, European Journal of Operational Research, Journal of the Operational Research Society, International Journal of Production Economics, Applied Mathematical Modelling, International Journal of Production Research, International Journal of Advanced Manufacturing Technology, Knowledge and Information Systems, Applied Soft Computing, Applied Intelligence and Expert Systems with Applications, etc.

Courses
IM2107 C Language Programming
IM2112 Open Source Technologies and Applications
IM2211 Web Applications Development
IMM114 Combinatorial Optimization
SBM238 Operations Management
SBM402 Research Methodology and Thesis Writing
SBM412 Customer Relationship Management

Research Interests
Applications of meta-heuristics, Big Data, Data Mining, Scheduling, Vehicle Routing Problem

Academic Degrees
PhD Industrial Management, National Taiwan University of Science and Technology ,2002
MBA  Industrial Management, National Taiwan University of Science and Technology, 1998
BS Industrial Management, National Taiwan University of Science and Technology, 1996

Honors and Awards
Best Research Award, Chang Gung University, 2013
Best Research Award, Chang Gung University, 2009

Professional Experiences

Professor, Department of Information Management, Chang Gung University, 2013~
Associate Professor, Department of Information Management, Chang Gung University, 2008~2013
Associate Professor, Department of Information Management, Huafan University, 2007~2008
Assistant Professor, Department of Information Management, Huafan University, 2004~2007
Assistant Professor, Department of Business Administration, China University of Technology, 2002~2004
Journal of the Chinese Institute of Industrial Engineers, Senior Editor, 2011~
Journal of the Chinese Institute of Industrial Engineers, Executive Editor, 2008~2010
Journal of the Chinese Institute of Industrial Engineers, Assistant Editor, 2006~2007

Affliations
Member, Chinese Institute of Industrial Engineers, Taiwan
 


Selected Publications

2015
Chang-Chun Lin and Shih-Wei Lin*, (in press), "Two-stage approach to the intermodal terminal location problem," Computers & Operations Research (accepted on 2015/09/28; PaperID: COR-D-15-00458R3)

Shih-Wei Lin, Kuo-Ching Ying*, Wen-Jie Wu, and Yen-I Chiang, (in press), "Multi-objective unrelated parallel machine scheduling: a Tabu-enhanced iterated Pareto greedy algorithm, International Journal of Production Research (accepted on 2015/04/10)(SCI, EI; IF2014=1.323; Engineering, Industrial; Rank=9/43=20.94%)

Vincent F. Yu and Shih-Wei Lin*, (2015) "Iterated greedy heuristic for the time-dependent prize-collecting arc routing problem," Computers and Industrial Engineering, Vol. 90, pp. 54–66. (SCI, EI; IF2014=1.783; Engineering, Industrial, Rank=11/43=25.58%)

Shih-Wei Lin and Vincent F. Yu*, 2015, "A simulated annealing heuristic for the multiconstraint team orienteering problem with multiple time windows," Applied Soft Computing Vol. 37, pp. 632–642, (SCI, EI; IF2014=2.810; Computer Science, Interdisciplinary Applications; Rank=14/102=13.73%)

Wen-Jie Wu, Shih-Wei Lin*, and Woo Kyung Moon, 2015, "An artificial immune system-based support vector machine approach for breast cancer classification," Journal of Digital Imaging, Vol. 28, pp. 576-585. (SCI; IF2014=1.190; Radiology, Nuclear Medicine & Medicine Imaging; Rank=95/125=76.00%)

Yung-Han Sun,Shih-Wei Lin!, Wen-Yih Liang, Chun-Hisen Chen, Chih-Cheng Hsieh, 2015, "Adenosquamous carcinoma of the esophagus and esophagogastric junction: analysis of clinical manifestations and treatment outcomes," Journal of Gastrointestinal Surgery, Vol. 19, pp. 1216-1222. (SCI, IF2014= 2.798, Surgery, Rank=40/198=20.20%)

Shih-Wei Lin and Kuo-Ching Ying*, 2015, "Order selection and scheduling to maximize total net revenue in permutation flowshops with weighted tardiness," Applied Soft Computing Vol. 30, pp. 462-474. (SCI, EI; IF2014=2.810; Computer Science, Interdisciplinary Applications; Rank=14/102=13.73%)

Shih-Wei Lin and Kuo-Ching Ying*, 2015, "A multi-point simulated annealing heuristic for solving the multiple-objective unrelated parallel machine scheduling problem," International Journal of Production Research, Vol. 53, No. 4, pp. 1065-1076. (SCI, EI; IF2014=1.323; Engineering, Industrial; Rank=9/43=20.94%)

2014
Yung-Han Sun, Shih-Wei Lin!, Chih-Cheng Hsieh*, Yi-Chen Yeh, Cheng-Che Tu and Kuan-Jeng Chen, 2014, "Surgical outcomes of patients with different subtypes of large cell carcinoma of the lung," Annals of Thoracic Surgery, Vol. 98, pp. 1013-1019. (SCI, IF2014= 3.849; Surgery, Rank=16/198=8.08%)

Vincent F. Yu and Shih-Wei Lin*, 2014, "A multi-start simulated annealing heuristic for location routing problem with simultaneous pickup and delivery," Applied Soft Computing, Vol. 24, pp. 284-90. (SCI, EI; IF2014=2.810; Computer Science, Interdisciplinary Applications; Rank=14/102=13.73%)

Shih-Wei Lin and Kuo-Ching Ying*, 2014, "ABC-based manufacturing scheduling for unrelated parallel machines with machine-dependent and job sequence-dependent setup times," Computers & Operations Research, Vol. 51, 172-81. (SCI, EI; IF2014=1.861; Engineering, Industrial, Rank=9/43=20.93%)

Chang-Chun Lin, Yen-I Chiang, and Shih-Wei Lin*, 2014, "Efficient model and heuristic for the intermodal terminal location problem," Computers & Operations Research , Vol. 51, pp. 41-1. (SCI, EI; IF2014=1.861; Engineering, Industrial, Rank=9/43=20.93%)

Kuo-Ching Ying, Shih-Wei Lin* and Shu-Yen Wan, 2014, "Bi-objective reentrant hybrid flowshops scheduling: An iterated Pareto greedy algorithm," International Journal of Production Research Vol. 52, No. 19, 5735-5747. (SCI, EI; IF2014=1.323; Engineering, Industrial; Rank=9/43=20.94%

Chung-Cheng Lu, Kuo-Ching Ying, Shih-Wei Lin*, 2014, "Minimizing worst-case regret of makespan on a single machine with uncertain processing and setup times," Applied Soft Computing, Vol. 23, pp. 144-151. (SCI, EI; IF2014=2.810; Computer Science, Interdisciplinary Applications; Rank=14/102=13.73%)

Chung-Cheng Lu, Kuo-Ching Ying, and Shih-Wei Lin*, 2014, "Robust single machine scheduling for minimizing total flow time in the presence of uncertain processing times," Computers and Industrial Engineering, Vol. 74, pp. 102-110. (SCI, EI; IF2014=1.783; Engineering, Industrial, Rank=11/43=25.58%)

Shih-Wei Lin and Kuo-Ching Ying*, 2014, "Minimizing shifts for personnel task scheduling problems: A three-phase algorithm," European Journal of Operational Research, Vol. 237, No. 1, pp. 323-34. (SCI, EI; IF2014=2.358; Operations Research & Management Science, Rank=10/81=12.35%)

Shih-Wei Lin and Ching-Jung Ting*, 2014, "Solving the dynamic berth allocation problem by simulated annealing," Engineering Optimization, Vol. 43, No. 3, pp. 308-327. (SCI, EI; IF2014=1.076; Engineering, Multidisciplinary, Rank=35/83=42.17%)

Kuo-Ching Ying and Shih-Wei Lin*, 2014, "Efficient wafer sorting scheduling using a hybrid artificial immune system," Journal of the Operational Research Society, Vol. 65, No. 1, pp. 169-179. (SCI, SSCI, EI; IF2014=0.953; Operations Research & Management Science, Rank=50/81=61.73%)

2013
Shih-Wei Lin, Kuo-Ching Ying* and Chien-Yi Hwang, 2013, "Minimising makespan in distributed permutation flowshops using a modified iterated greedy algorithm," International Journal of Production Research, Vol. 51, No. 16, 5029-5038. (SCI, EI; IF2014=1.323; Engineering, Industrial; Rank=9/43=20.94%)

Shih-Wei Lin* and Kuo-Ching Ying, 2013, "Minimizing makespan and total flowtime in permutation flowshops by a bi-objective multi-start simulated-annealing algorithm," Computers & Operations Research, Vol. 40, No. 6, pp. 1625-1647. (SCI, EI; IF2014=1.861; Engineering, Industrial, Rank=9/43=20.93%)

Shih-Wei Lin, Kuo-Ching Ying*, and Chien-Yi Huang, 2013, "Multiprocessor task scheduling in multistage hybrid flowshops: A hybrid artificial bee colony algorithm with bi-direction planning," Computers & Operations Research, Vol. 40, No. 5, pp. 1186-1195. (SCI, EI; IF2014=1.861; Engineering, Industrial, Rank=9/43=20.93%)

Shih-Wei Lin and Kuo-Ching Ying*, 2013, "Minimizing makespan in a blocking flowshop using a revised artificial immune system algorithm," OMEGA-International Journal of Management Science, Vol. 41, No. 2, pp. 383-389. (SSCI, SCI, EI; IF2014=4.376; Operations Research & Management Science, Rank=1/81=1.23%)

Shih-Wei Lin and Kuo-Ching Ying*, 2013, "Increasing the total net revenue for single machine order acceptance and scheduling problems using an artificial bee colony algorithm," Journal of the Operational Research Society, Vol. 64, No. 2, pp. 293-311. (SCI, SSCI, EI; IF2014=0.953; Operations Research & Management Science, Rank=50/81=61.73%)

Shih-Wei Lin, 2013, "Solving the team orienteering problem using effective multi-start simulated annealing," Applied Soft Computing, Vol. 13, No. 2, pp. 1064-1073. ((SCI, EI; IF2014=2.810; Computer Science, Interdisciplinary Applications; Rank=14/102=13.73%)

2012
Wen-Jie Wu, Shih-Wei Lin*, and Woo Kyung Moon, 2012, "Combining support vector machine with genetic algorithm to classify ultrasound breast tumor images," Computerized Medical Imaging and Graphics, Vol. 36, No. 8, pp. 627-633. (SCI, IF2014=1.218; Engineering, Biomedical=53/76=69.74%)

Kuo-Ching Ying, Zne-Jung Lee and Shih-Wei Lin*, 2012, "Makespan minimization for scheduling unrelated parallel machines with setup times," Journal of Intelligent Manufacturing, Vol. 23, No. 5, pp. 1795-1803. (SCI, EI; IF2014=1.731; Engineering, Manufacturing, Rank=10/40=25.00%)

Shih-Wei Lin, Kuo-Ching Ying, Zne-Jung Lee* and Chou-Yuan Lee, 2012, "An intelligent algorithm with feature selection and decision rules applied to anomaly intrusion detection," Applied Soft Computing, Vol. 12, No. 10, pp. 3285-3290. (SCI, EI; IF2014=2.810; Computer Science, Interdisciplinary Applications; Rank=14/102=13.73%)

Shih-Wei Lin and Kuo-Ching Ying*, 2012, "Scheduling a bi-criteria flowshop manufacturing cell with sequence-dependent family setup times," European Journal of Industrial Engineering, Vol. 6, No. 4, pp. 474-496. (SCI; IF2014=0.736; Engineering, Industrial, Rank=23/79=72.09%)

Shih-Wei Lin and Vincent F. Yu*, 2012, "A simulated annealing heuristic for the team orienteering problem with time windows," European Journal of Operational Research, Vol. 217, No. 1, pp. 94-107. (SCI, EI; IF2014=2.358; Operations Research & Management Science, Rank=10/81=12.35%)

Kuo-Ching Ying, Zne-Jung Lee, Chung-Cheng Lu and Shih-Wei Lin*, 2012, "Metaheuristics for scheduling a no-wait flowshop manufacturing cell with sequence dependent family setups," International Journal of Advanced Manufacturing Technology, Vol. 58, Nos. 5-8, pp. 671-582. (SCI, EI; IF2014= 1.458; Engineering, Manufacturing, Rank=17/40=40.25%)

Shih-Wei Lin* and Shih-Chieh Chen, 2012, "Parameter determination and feature selection for C4.5 algorithm using scatter search approach," Soft Computing, Vol. 16, No. 1, 63-75. (SCI, EI; IF2014=1.271; Computer Science, Artificial Intelligence, Rank=65/123=52.85%)

2011
Shih-Wei Lin* and Shih-Chieh Chen, 2011, "Parameter tuning, feature selection and weight assignment of features for case-based reasoning by artificial immune system," Applied Soft Computing, Vol. 11, No. 8, pp. 5042-052. (SCI, EI; IF2014=2.810; Computer Science, Interdisciplinary Applications; Rank=14/102=13.73%)

Shih-Wei Lin*, 2011, "Inventory models with managerial policy independent of demand," European Journal of Operational Research, Vol. 211, No. 3, pp. 520-524. (SCI, EI; IF2014=2.358; Operations Research & Management Science, Rank=10/81=12.35%)

Shih-Wei Lin, Yu-Wen Wou* and Peterson Julian, 2011, "Note on minimax distribution free procedure for integrated inventory model with defective goods and stochastic lead time demand," Applied Mathematical Modelling, Vol. 35, No. 5, pp. 2087-2093. (SCI, EI; IF2014=2.251; Mechanics, Rank=18/137=13.14%)

Shih-Wei Lin, Zne-Jung Lee, Kuo-Ching Ying*, and Chung-Cheng Lu, 2011, "Minimization of maximum lateness on parallel machines with sequence-dependent setup times and job release dates," Computers & Operations Research, Vol. 38, No. 5, pp. 809-815. (SCI, EI; IF2014=1.861; Engineering, Industrial, Rank=9/43=20.93%)

Shih-Wei Lin, Kuo-Ching Ying*, Chung-Cheng Lu and Jatinder N.D. Gupta, 2011, "Applying multi-start simulated annealing to schedule a flowline manufacturing cell with sequence dependent family setup times," International Journal of Production Economics, Vol. 130, No. 2, pp. 246-254. (SCI, EI; IF2014=2.752; Engineering, Industrial, Rank=1/43=2.33%)

Shih-Wei Lin, Chung-Cheng Lu and Kuo-Ching Ying*, 2011, "Minimization of total tardiness on unrelated parallel machines with sequence and machine-dependent setup times under due date constraints," International Journal of Advanced Manufacturing Technology, Vol. 53, No. 1-4, pp.353-361. (SCI, EI; IF2014= 1.458; Engineering, Manufacturing, Rank=17/40=40.25%)

Kuo-Ching Ying, Shih-Wei Lin* and Chung-Cheng Lu, 2011, "Cell formation using a simulated annealing algorithm with variable neighbourhood," European Journal of Industrial Engineering, Vol. 25, No. 1, pp. 22-42. (SCI; IF2014=0.736; Engineering, Industrial, Rank=23/79=72.09%)

Shih-Wei Lin, Zne-Jung Lee, Kuo-Ching Ying* and Rong-Ho Lin, 2011, "Meta-heuristic algorithms for wafer sorting scheduling problems," Journal of the Operational Research Society, Vol. 62, No. 1, pp. 165-174. (SCI, SSCI, EI; IF2014=0.953; Operations Research & Management Science, Rank=50/81=61.73%)

Shih-Chieh Chen, Shih-Wei Lin*, and Shuo-Yan Chou, 2011, "Enhancing the classification accuracy by scatter-search-based ensemble approach," Applied Soft Computing, Vol. 11, No. 1, pp. 1021-1028. (SCI, EI; IF2014=2.810; Computer Science, Interdisciplinary Applications; Rank=14/102=13.73%)

2010
Zne-Jung Lee, Kuo-Ching Ying, Shih-Chieh Chen and Shih-Wei Lin*, 2010, "Applying PSO-based BPN in predicting the yield rate of DRAM modules produced using defective ICs," International Journal of Advanced Manufacturing Technology, Vol. 49, No. 9-12, pp. 987-999. (SCI, EI; IF2014= 1.458; Engineering, Manufacturing, Rank=17/40=40.25%)

Vincent F. Yu, Shih-Wei Lin* and Shuo-Yan Chou, 2010, "The museum visitor routing problem," Applied Mathematics and Computation, Vol. 216, No. 3, pp. 719-729. (SCI, EI; IF2014=1.551, Mathematics, Applied, Rank=35/255=13.73%)

Vincent F. Yu, Shih-Wei Lin*, Wenyih Lee and Ching-Jung Ting, 2010, "A simulated annealing heuristic to capacitated location routing problem," Computers and Industrial Engineering, Vol. 58, No. 2, pp. 288-299. (SCI, EI; IF2014=1.783; Engineering, Industrial, Rank=11/43=25.58%)

Shih-Wei Lin, Kuo-Ching Ying* and Zne-Jung Lee, 2010, "Part-machine cell formation in group technology using a simulated annealing-based meta-heuristic," International Journal of Production Research, Vol. 48, No. 12, pp. 3579-3591. (SCI, EI; IF2014=1.323; Engineering, Industrial; Rank=9/43=20.94%)

Kuo-Ching Ying, Jatinder N.D. Gupta, Shih-Wei Lin* and Zne-Jung Lee, 2010, "Permutation and non-permutation schedules for the flowline manufacturing cell with sequence dependent family setups," International Journal of Production Research, Vol. 48, No. 8, pp. 2169-2184. (SCI, EI; IF2014=1.323; Engineering, Industrial; Rank=9/43=20.94%)

Shih-Wei Lin,*, Shih-Chieh Chen, Wen-Jie Wu and Chih-Hsien Chen, 2009, "Parameter determination and feature selection for back-propagation network by particle swarm optimization," Knowledge and Information Systems, Vol. 21, No. 2, pp. 249-266. (SCI; IF2014=1.782; Computer Science, Information Systems, Rank=30/139=21.58%)

Shih-Wei Lin* and Shih-Chieh Chen, 2009, "PSOLDA: A particle swarm optimization approach for enhancing classification accuracy rate of linear discriminant analysis," Applied Soft Computing, Vol. 9, No. 3, pp. 1008-1015. (SCI, EI; IF2014=2.810; Computer Science, Interdisciplinary Applications; Rank=14/102=13.73%)

2009
Shih-Wei Lin, Jatinder N.D. Gupta, Kuo-Ching Ying* and Zne-Jung Lee, 2009, "Using simulated annealing to schedule a flowshop manufacturing cell with sequence dependent family setup times," International Journal of Production Research, Vol. 47, No. 12, pp. 3205-3217. (SCI, EI; IF2014=1.323; Engineering, Industrial; Rank=9/43=20.94%)

Shih-Wei Lin, Vincent F. Yu* and Shuo-Yan Chou, 2009, "Solving the truck and trailer routing problem based on a simulated annealing heuristic," Computers & Operations Research, Vol. 36, No. 5, pp. 1683-1692. (SCI, EI; IF2014=1.861; Engineering, Industrial, Rank=9/43=20.93%)

Shih-Wei Lin, Kuo-Ching Ying* and Zne-Jung Lee, 2009, "Metaheuristics for scheduling a non-permutation flowline manufacturing cell with sequence dependent family setup times," Computers & Operations Research, Vol. 36, No. 4, pp. 1110-1121. (SCI, EI; IF2014=1.861; Engineering, Industrial, Rank=9/43=20.93%)

Shih-Wei Lin, Zne-Jung Lee*, Kuo-Ching Ying, and Chou-Yuan Lee, 2009, "Applying hybrid meta-heuristics to capacitated vehicle routing problem," Expert Systems with Applications, Vol. 36, No. 2, pp. 1505-1512. (SCI, EI; IF2014=2.224; Computer Science, Artificial Intelligence, Rank=29/123=17.83%)

Shih-Wei Lin* and Kuo-Ching Ying, 2009, "Applying a hybrid simulated annealing and tabu search approach to non-permutation flowshop scheduling problems," International Journal of Production Research, Vol. 47, No. 5, pp. 1411-1424. (SCI, EI; IF2014=1.323; Engineering, Industrial; Rank=9/43=20.94%)

2008
Shih-Wei Lin*, Kuo-Ching Ying, Shih-Chieh Chen and Zne-Jung Lee, 2008, "Particle swarm optimization for parameter determination and feature selection of support vector machines," Expert Systems with Applications, Vol. 35, No. 4, pp. 1817-1824. (SCI, EI; IF2014=2.224; Computer Science, Artificial Intelligence, Rank=29/123=17.83%)

Shih-Wei Lin*, Zne-Jung Lee, Shih-Chieh Chen and Tsung-Yuan Tseng, 2008, "Parameter determination of support vector machine and feature selection using simulated annealing approach," Applied Soft Computing, Vol. 8, No. 4, pp. 1505-1512. (SCI, EI; IF2014=2.810; Computer Science, Interdisciplinary Applications; Rank=14/102=13.73%)

Shih-Wei Lin* and Kuo-Ching Ying, 2008, "A hybrid approach for single-machine tardiness problems with sequence-dependent setup times," Journal of the Operational Research Society, Vol. 59, No. 8, pp. 1109-1119. (SCI, SSCI, EI; IF2014=0.953; Operations Research & Management Science, Rank=50/81=61.73%)

Shih-Wei Lin*, Tsung-Yuan Tseng, Shuo-Yan Chou and Shih-Chieh Chen, 2008, "A simulated-annealing-based approach for simultaneous parameter optimization and feature selection of back-propagation networks," Expert Systems with Applications, Vol. 34, No. 2, pp. 1491-1499. (SCI, EI; IF2014=2.224; Computer Science, Artificial Intelligence, Rank=29/123=17.83%)

2007
Shih-Wei Lin* and Kuo-Ching Ying, 2007, "Solving single-machine total weighted tardiness problems with sequence-dependent setup times by meta-heuristics," International Journal of Advanced Manufacturing Technology, Vol. 34, No. 11-12, pp. 1183-1190. (SCI, EI; IF2014= 1.458; Engineering, Manufacturing, Rank=17/40=40.25%)

Shih-Wei Lin, Shuo-Yan Chou* and Shih-Chieh Chen, 2007, "Irregular shapes classification by back-propagation neural network," International Journal of Advanced Manufacturing Technology, Vol. 34, No. 11-12, pp.1164-1172. (SCI, EI; IF2014= 1.458; Engineering, Manufacturing, Rank=17/40=40.25%)

Shih-Wei Lin, Shuo-Yan Chou* and Shih-Chieh Chen, 2007, "Meta-heuristic approaches for minimizing total earliness and tardiness penalties of single-machine scheduling with a common due date," Journal of Heuristics, Vol. 13, No. 2, pp. 151-65. SCI, EI; IF2014=1.359, Computer Science, Theory & Methods, Rank=39/102=38.24%)

Shih-Wei Lin, Shuo-Yan Chou* and Kuo-Ching Ying, 2007, "A sequential exchange approach for minimizing earliness-tardiness penalties of single-machine scheduling with a common due date," European Journal of Operational Research, Vol. 177, No. 2, pp. 1294-301. (SCI, EI; IF2014=2.358; Operations Research & Management Science, Rank=10/81=12.35%)

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