葉維彰 - 台湾清华大学

个人简介

Wei-Chang Yeh is a professor of the Department of Industrial Engineering and Engineering Management at the National Tsing Hua University (NTHU), Hsinchu, Taiwan. He received his M.S. and Ph.D. from the Department of Industrial Engineering at the University of Texas at Arlington. His research interests include network reliability theory, graph theory, deadlock problem, and scheduling. Dr. Yeh is a member of IEEE and INFORMS and has received awards for his research achievement from the National Science Council. <> •Invited Speaker, School of Information Engineering, Chang An University, China, 2013/09/24. •Invited Speaker, Management School, Hangzhou Dianzi University, 2013/09/16. •2009 Pride of the Nation Inventor Reward •Invited Speaker, School of Design, Communication & I.T., Chair Professor of Information, University of Newcastle,Australia, 2010/09/01. •Invited Speaker, School of Information Technologies, University of Sydney, Australia, 2009/10/12. •Invited Speaker, Faculty of Engineering & Information Technology, University of Technology, Sydney, Australia, 2009/5/1. •2009 Invited Researcher by Australian Academy of Science, 2009/12/15~2010/6/30, NSC 98-2911-I-007-040-2. •2009 Overseas Research Fellowship awarded by National Science Council (Taiwan), NSC98-2918-I-007-003. •Principal Investigator, “Study on Quickest Path Networks with Dependent Components and Apply to RAP”, 2008/08/01~2011/07/31, NSC 97-2221-E-007-099-MY3 (Individual & Basic Research), Multiyear Research Project, Distinguished Scholars Research Project granted by National Science Council, Taiwan. (This award is only for thetop 4 researchers in the area of Industrial Engineering and/or Engineering Management in Taiwan) •Award for Excellent in Research granted by National Tsing Hua University, 2006~2010. (2009, 2010: Top 4% in National Tsing Hua University) •2008 Conference of the Industrial Engineering and Engineering Management Technology of the National Science Council (Taiwan), 2008/11, Selected Poster. •2007 Conference of the Industrial Engineering and Engineering Management Technology of the National Science Council (Taiwan), 2007/12, Selected Presentation •Outstanding Research Awardgranted by National Science Council ROC (傑出獎), 2004-2006. (This award is only for thetop 100 researchers across different disciplines in Taiwan) •Research Award granted by National Chiayi University, 2004. •Research Award granted by National Science Council ROC, 2001-2003. •2001 Overseas Research Fellowship awarded by National Science Council (Taiwan), NSC 41161F, Grant: NT38,000+$4,200. •Class A Research Award granted by National Science Council ROC, 2000. Wei-Chang Yeh, “Managerial Mathematics” (in Chinese), Taipei, Program for NICT-Publishing House Collaboration for Significant Academic Publications,Department of University Textbooks,National Institute for Compilation and Translation (NICT), Published by Wu-Nan Book Inc., 1999/5, Pages 774. •Award for Excellent in Research granted byFeng Chia University, 1997, 1999-2003.

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Yeh, W.C., “Evaluating the reliability of a novel deterioration-effect multi-state flow network,” Information Science, Vol. 243, pp. 75-85. 2.Yeh, W.C., Lin, L.E., Chou, Y.C., Chen, Y.C., “Optimal Routing for Multi-Commodity in Multistate Flow Network with Time Constraints,” Quality Technology and Quantitative Management, Vol. 10, No. 2, pp. 161-177. 3.Yeh, W.C., “New Parameter-Free Simplified Swarm Optimization for Artificial Neural Network Training and Its Application in the Prediction of Time Series,” IEEE Transactions on Neural Networks and Learning Systems, Vol. 24, No. 4, pp. 661-665. 4.Bae, C., Yeh, W.C., Shukran, M.A.M., Chung, Y.Y., Hsieh, T.J., “A Novel Anomaly-Network Intrusion Detection System Using ABC Algorithms,” International Journal of Innovative Computing, information & Control, Vol.8, No. 12, pp. 8231-8248. 5.Lee, W.C., Chuang, M.C., Yeh, W.C., “Uniform parallel-machine scheduling to minimize makespan with position-based learning curves,” Computers & Industrial Engineering, Vol. 63, No. 4, pp. 813-818. 6.Yeh, W.C., El K. Mohamed, “A New Universal Generating Function Method for Solving the Single (d, tau)-Quick-Path Problem in Multistate Flow Networks,” IEEE Transactions on Systems, Man, and Cybernetics, Part A-Systems and Humans, Vol. 42, No. 6, pp. 1476-1484. 7.Hsieh, T.J., Yeh, W.C., “Penalty guided bees search for redundancy allocation problems with a mix of components in series-parallel systems,” Computers & Operations Research, Vol. 39, No. 11, pp. 2688-2704. 8.Yeh, W.C., “A Modified Universal Generating Function Algorithm for the Acyclic Binary-State Network Reliability,” IEEE Transactions on Reliability, Vol. 61, No. 3, pp. 702-709. 9.Yeh, W.C., “Simplified swarm optimization in disassembly sequencing problems with learning effects,” Computers & Operations Research, Vol. 39, No. 9, pp. 2168-2177. 10.Yeh, W.C., “Novel swarm optimization for mining classification rules on thyroid gland data,” Information Sciences, Vol. 197, pp. 65-76. 11.Yeh, W.C., Wei, S.C., “Economic-based resource allocation for reliable Grid-computing service based on Grid Bank,” Future Generation Computer Systems-The International Journal of Grid Computing and Escience-Theory Methods and Applications, Vol. 28, No. 7, pp. 989-1002. 12.Hsieh, T.J., Hsiao, H.F., Yeh, W.C., “Mining financial distress trend data using penalty guided support vector machines based on hybrid of particle swarm optimization and artificial bee colony algorithm,” Neurocomputing, Vol. 82, pp. 196-206. 13.Yeh, W.C., Cao, L.B., Jin, J.S., “A Cellular Automata Hybrid Quasi-Random Montw Carlo Simulation for Estimating the One-to-all Reliability of Acyclic Multi-State Imformation Networks,” International Journal of Innovative Computing, information & Control, Vol. 8, No. 3(B), pp. 2001-2014. 14.Yeh, W.C., Hsieh, T.J., “Artificial bee colony algorithm-neural networks for S-system models of biochemical networks approximation,” Neural Computing & Applications, Vol. 21, No. 2, pp. 365-375. 15.Yeh, W.C., Ho, H.C., Chen, Y.C., Yeh, Y.M., “A New Algorithm for Finding All Minimal Cuts in Modified Networks,” International Journal of Innovative Computing, information & Control, Vol. 8, No.1(A), pp. 419-430. Yeh, W.C., “Optimization of the Disassembly Sequencing Problem on the Basis of Self-Adaptive Simplified Swarm Optimization,” IEEE Transactions on Systems, Man and Cybernetics, Part A-Systems and Humans, Vol. 42, No. 1, pp. 250-261. 17.Wei-Chang Yeh and Tsung-Jung Hsieh, “Solving reliability redundancy allocation problems using an artificial bee colony algorithm”, Computers & Operations Research, Vol. 38, No. 11, 2011/11, pp. 1465-1473. 18.Tsung-Jung Hsieh and Wei-Chang Yeh, “Knowledge Discovery Employing Grid Scheme Least Squares Support Vector Machines Based on an Orthogonal Design Bee Colony Algorithm“, IEEE Transactions on Systems, Man, and Cybernetics: Part B Vol. 41, No. 5, 2011/10, pp. 1198-1212. 19.Wei-Chang Yeh, “A Sequential Decomposition Method for Estimating the Weighted Multi-commodity Multistate Unreliable Flow Networks Reliability Based on Minimal Path”, IEEE Transactions on Reliability Vol. 60, No. 3, 2011/9, pp. 612-621. 20.P. Manimaran, V. Selladurai, Wei-Chang Yeh, and M. Sivakumar, “Particle Swarm Optimisation for Fixed-Charge Transportation Problem in a Multistage Supply Chain Network”, the International Journal of Logistics Systems and Management, Vol. 9, No. 3, 2011/9, pp. 328-350. 21.Tsung-Jung Hsieh and Wei-Chang Yeh, “Mining Financial Distress Trend Data Using Penalty Guided Support Vector Machines based on Hybrid of Particle Swarm Optimization and Artificial Bee Colony Algorithm”, Neurocomputing (NEUCOM-D-10-00668R2, under Revision), 2011/08/14. 22.Mohd Afizi Mohd Shukran, Wei-Chang Yeh, Yuk Ying Chung, Noorhaniza Wahid,”A Novel Artificial Bee Colony (ABC) Data Mining Classification Algorithm”, Modern Applied Science, Accepted 07/2011. 23.P.C. Huang, L.I. Tong, W.W. Chang, and Wei-Chang Yeh, “A two-phase algorithm for product part change utilizing AHP and PSO”, Expert Systems with Applications, Vol. 38, No. 7, 2011/7, pp 8458-8465.SCI 2010 Impact Factor: 1.924, Subject Categories: COMPUTER SCIENCE, 24.Wei-Chang Yeh* and Yuan-Ming Yeh, “A novel label universal generating function method for evaluating the one-to-all subsets general multistate information network reliability”, IEEE Transactions on Reliability, Vol. 60, No. 2, 2011/6, pp. 470-478.SCI 2010 Impact Factor: 1.288 25.Wei-Chang Yeh, C.P. Su, Tsung-Jung Hsieh, Mingchang Chih, Sin-Long Liu, “Approximate Reliability Function Based on Wavelet Latin Hypercube Sampling and Bee Recurrent Neural Network”, IEEE Transactions on Reliability special section on Computational Intelligence in Reliability and Risk Management Vol. 60, No. 2, 2011/6, pp. 404-414. 26.Changseok Bae, Wei-Chang Yeh, Noorhaniza Wahid, Yuk Ying Chung, “A New Simplified Swarm Optimization (SSO) using Exchange Local Search Scheme”, Modern Applied Science, 2011/6 (in press). 27.Wei-Chang Yeh*, “Optimization the End-of-Life Disassembly Sequencing Problem Based on the Use of a Novel Method based on Self-adaptive Simplified Swarm Optimization and Precedence Preservative Operator”, IEEE Transactions on Systems, Man, and Cybernetics (Part A) (to appear, SMCA-10-02-0055), 2011/05/18. 28.Wei-Chang Yeh*, “A Cellular Automata Hybrid Quasi-random Monte Carlo Simulation for Estimating the One-to-all Reliability of Acyclic Multistate Information Networks”, International Journal of Innovative Computing, Information and Control, 11/05/5. 29.Wei-Chang Yeh*, Wei-Wen Chang, and Chuan-Wei Chiu, “A Simplified Swarm Optimization for Discovering the Classification Rule Using Microarray Data of Breast Cancer”, International Journal of Innovative Computing, Information and Control, Vol.7, No.5, 2011/5, pp 2235-2246. Wei-Chang Yeh*, “A New Universal Generating Function Method for Solving the Single (d,τ)-Quick path Problem in Multi-state Flow Networks”, IEEE Transactions on Systems, Man, and Cybernetics--Part A: Systems and Humans (to appear, SMCA-10-11-0420.R1), 2011/04/24. 31.Wei-Chang Yeh* and Mei-Chi Chuang, “Using multi-objective genetic algorithm for partner selection in green supply chain problems”, Expert Systems With Applications, Vol. 38, No. 4, 2011/4, pp 4244-4253. 32.Tsung-Jung Hsieh, Hsiao-Fen Hsiao, and Wei-Chang Yeh, “Forecasting stock markets using wavelet transforms and recurrent neural networks: an integrated system based on artificial bee colony algorithm”, Applied Soft Computing, Vol. 11, No. 2, 2011/3, pp 2510–2525. 33.Wei-Chang Yeh*, “An Improved Method for the Multistate Flow Network Reliability with Unreliable Nodes and the Budget Constraint Based on Path Set”, IEEE Transactions on Systems, Man, and Cybernetics --Part A: Systems and Humans , Vol. 41, No. 2, 2011/3, pp 350-355. 34.Wei-Chang Yeh, “A Optimization the End-of-Life Disassembly Sequencing Problem Based on the Use of a Novel Method based on Self-adaptive Simplified Swarm Optimization and Precedence Preservative Operator”, IEEE Transactions on Systems, Man, and Cybernetics (Part A) (to appear, SMCA-10-02-0055), 2011/01/12. 35.Wei-Chang Yeh*, Wen-Ben Lin, Tsung-Jung Hsieh, and Xin-Long Liu, “Feasible Prediction in S-system Models of Genetic Networks”, Expert Systems With Applications, Vol. 38, Vol. 1, 2011/1, pp. 193-197. 36.Xiaoming Chen, Yuk Ying Chung, Changseok Bae, Xiangjian He, and Wei-Chang Yeh, “An Efficient Error Concealment Algorithm for H.264/AVC Using Regression Modeling-Based Prediction”, IEEE Transactions on Consumer Electronics (to appear), ID: 7298, 2010/11/19. 37.Wei-Chang Yeh and Yuan-Ming Yeh, “A novel label universal generating function method for evaluating the one-to-all subsets general multistate information network reliability”, IEEE Transactions on Reliability (to appear, TR2009193), 2010/10/12.Changseok Bae, Wei-Chang Yeh*, Yuk-Ying Chung, and Sin-Long Liu, “Feature Selection with Intelligent Dynamic Swarm and Rough Set”, Expert Systems With Applications, Vol. 37, No. 10, 2010/10, pp. 7026-7032. 38.Wei-Chang Yeh* and Xiangjian He, “A New Universal Generating Function Method for Estimating the Novel Multi-Resource Multistate Information Network Reliability”, IEEE Transactions on Reliability, Vol. 59, No. 3, 2010/9, pp. 528-538. 39.Wei-Chang Yeh, Yuan-Ming Yeh, and Yi-Chun Chen, “A New Algorithm for Finding All Minimal Cuts in Modified Networks”, International Journal of Innovative Computing, Information and Control (to appear), 2010/08/22.Wei-Chang Yeh and Tsung-Jung Hsieh, “Artificial bee colony algorithm-neural networks for S-system models of biochemical networks approximation”, Neural Computing with Applications (to appear), DOI 10.1007/s00521-010-0435-z, 10/08/30. 40.P. Manimaran, V. Selladurai, Wei-Chang Yeh, and M. Sivakumar, “Particle Swarm Optimisation for Fixed-Charge Transportation Problem in a Multistage Supply Chain Network”, to appear in the International Journal Logistics Systems and Management, 10/01/13. 41.Wei-Chang Yeh and Tien-Wei Chang, “A novel algorithm for evaluating the new type of receiving multistate-signal network reliability”, to appear in the International Journal of Reliability and Quality Performance, 09/10/31. 42.Wei-Chang Yeh, “A New Method for the Multistate Network Reliability with Unreliable Nodes and the Budget Constraint”, to appear in IEEE Transactions on Systems, Man, and Cybernetics (Part A) (SMCA07-04-0100), 09/09/23. Wei-Chang Yeh, Yi-Cheng Lin, Yuk Ying Chung, and Ming-Chang Chih, “A Particle Swarm Optimization Approach Based on Monte Carlo Simulation for Solving the Complex Network Reliability Problem”, to appear in IEEE Transactions on Reliability (TR2008-176), 09/04/07. 44.Wei-Chang Yeh, Yi-Cheng Lin, and Yuk Ying Chun, “Performance Analysis of Cellular Automata Monte Carlo Simulation for estimating Network Reliability”, Expert Systems With Applications, Vol. 37, No. 5, 2010/5, pp. 3537-3544. 45.Wei-Chang Yeh*, Yi-Cheng Lin, Yuk Ying Chung, and Ming-Chang Chih, “A Particle Swarm Optimization Approach Based on Monte Carlo Simulation for Solving the Complex Network Reliability Problem”, IEEE Transactions on Reliability, Vol. 59, No. 1, 2010/3, pp. 212-221. 46.Wei-Wen Chang, Wei-Chang Yeh, and Pei-Chiao Huang, “A Hybrid Immune-Estimation Distribution of Algorithm for Mining Thyroid Gland Data”, Expert Systems with Applications, Vol. 37, No. 3, 2010/3, pp. 2066-2071. 47.Wei-Chang Yeh, “A Simple Universal Generating Function Method to Search for All MPs in Networks”, IEEE Transactions on Systems, Man, and Cybernetics (Part A), Vol. 39, No. 6, 2009/11, pp. 1247-1254. 48.Wei-Chang Yeh, “A Convolution Universal Generating Function Method for Evaluating the Symbolic One-to-All-Target-Subset Reliability Function of Acyclic Multi-State Information Networks”, IEEE Transactions on Reliability, Vol. 58, No. 3, 2009/09, pp. 476-484. 49.Wei-Chang Yeh and H. W. Corley, A Simple Direct Cosine Simplex Algorithm, Applied Mathematics and Computation, Vol. 214, No. 1, 2009/8, pp.178-186. 50.Wei-Chang Yeh and Chien-Hsing Lin, A Squeeze Response Surface Methodology for Finding Symbolic Network Reliability Functions, IEEE Transactions on Reliability, Vol. 58, No. 2, 2009/06, pp. 374-382. 51.Wei-Chang Yeh, “A Two-Stage Discrete Particle Swarm Optimization for the Problem of Multiple Multi-Level Redundancy Allocation in Series Systems”, Expert Systems With Applications, Vol. 36, No. 5, 2009/7, pp. 9192-9200. 52.Wei-Chang Yeh, Wei-Wen Chang, and Yuk Ying Chung, “A new hybrid approach for mining breast cancer pattern using Discrete Particle Swarm Optimization and Statistical method”, Expert Systems with Applications, Vol. 36, No. 4, 2009/5, pp. 8204-8211. 53.Her-Shing Wang, Wei-Chang Yeh, Pei-Chiao Huang, Wei-Wen Chang, “Using Association Rules and Particle Swarm Optimization Approach for Part Change”, Expert Systems with Applications, Vol. 36, No. 4, 2009/5, pp. 8178-8184. 54.Wei-Chang Yeh, “A Simple Universal Generating Function Method for Estimating General Multistate-Node Networks Reliability”, IIE Transactions, Vol. 41, No. 1, 2009/1, pp. 3-11. Conference Papers 1.Po-Chun Chang and Wei-Chang Yeh, “Simplified Swarm Optimization with Differential Evolution Mutation Strategy for Parameter Search,” The 7th International Conference on Ubiquitous Information Management and Communication, Kota Kinabalu, Malaysia, 2013/1/17-19. 2.Wei-Chang Yeh,第三屆暑期作業研究與供應鏈管理研習營, 2011/7/14~17 3.Wei-Chang Yeh, 2011 International Workshop on Personal Computing Technology (PCT 2011), Kimdaejung Convention Center, Gwangju, South Korea, 2011/10/20~22. (Program Committee) 4.Wei-Chang Yeh, “Using multi-objective genetic algorithm for partner selection in green supply chain problems”, 2011 EPS Montreal International Conference on Advanced Materials and Processing, Montreal, Canada, 2011/8/15~16. (Keynote Speaker) 5.Man To Wong, Xiangjian He, and Wei-Chang Yeh, “Image Clustering Using Particle Swarm Optimization”, 2011 IEEE Congress on Evolutionary Computation (IEEE CEC 2011), New Orleans, USA, 2011/6/5~8. 6.Wei-Chang Yeh, “Estimation of Binary-State Network Reliability using a Novel Hybrid Cellular-Automata-Based Monte Carlo Method”, 2011 International Conference on Computer Communication and Management (ICCCM2011), Sydney, Australia, 2011/05/2~3. 7.Zhiyuan Tan, Aruna Jamdagni, Xiangjian He, Priyadarsi Nanda, Wenjing Jia, and Wei-Chang Yeh, “A Two-tier System for Web Attack Detection Using Linear Discriminant Method”, the 2010 International Conference on Information and Communications Security (ICICS 2010), Barcelona, Spain, 2010/12/15~17. 8.Noorhaniza Wahid, Yuk Ying Chung, Wei-Chang Yeh, and Guang Liu, “Feature Selection Using a Novel Swarm Intelligence Algorithm with Rough Sets”, the 2010 International Conference on Data Mining (DMIN'10) of The 2010 World Congress in Computer Science, Computer Engineering, and Applied Computing (WorldComp), Las Vegas, Nevada, 2010/07/12~15. 9.Kea-Tiong Tang, Shih-Wen Chiu, Hsu-Chao Hao, Shang-Chia Wei, Tai-Hsuan Lin, Chia-Min Yang, Da-Jeng Yao, and Wei-Chang Yeh, “An Electronic-Nose Sensor Node Based on Polymer-Coated Surface Acoustic Wave Array for Environmental Monitoring”, The annual International Conference on Green Circuits and System (ICGCS 2010), 2010/6/21~23, Shanghai China. 10.Xiaoming Chen, Yuk Ying Chung, Changseok Bae, Xiangjian He, and Wei-Chang Yeh, “Error concealment for H.264/AVC using regression modeling”, Digest of Technical Papers International Conference on Consumer Electronics (ICCE 2010), Proc. IEEE Int. Conf. on Consumer Electron., pp. 265-266, 2010. 11.Wei-Chang Yeh, Wei-Wen Chang, and Chuan-Wei Chiu, “A Simple Method for the Multi-State Quickest Path Flow Network Reliability Problem”, The 8th International Conference on Reliability, Maintainability and Safety (ICRMS 2009), 2009/7/20~2009/7/24, Chengdu, China. 12.Wei-Chang Yeh and Hsiang-Yu Lin, “A Soft Computing Algorithm for Disassembly Sequencing”, International Conference on Engineering and Computational Mathematics (ECM 2009), 2009/5/27~2009/5/29, Hong Kong. 13.Wei-Chang Yeh and Jung-Yi Liao, “Extend the Quickest Path Flow Network Problem to Estimate the Reliability of Supply Chain Network”, 2009 International Workshop on Successful Strategies in Supply Chain, 2009/1/8~2009/1/9, Hong Kong.

个人简介

研究领域

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