學術期刊
Erickson Liang, Kuo-Hao Chang*, “Digital Twin-Enabled Nested Q-Learning for Multi-Layer Production Planning and Inventory Control,” International Journal of Production Economics
Kuo-Hao Chang*, Yan-Shuo Chen, Chun-Hung Chen, “Optimal Maintenance Policy with Degradation-Shock Dependence and a Reliability Constraint Using Simulation Optimization,” International Journal of Production Research
Kuo-Hao Chang*, Yueh-Ning Hsu, Hsin-Chi Li, “Optimizing the Allocation of Flood Control Investments for Effective Disaster Risk Reduction,” Computers & Industrial Engineering
Yuan-Yuan Liu, Chia-Yang Lin, Yin-Cheng Wang, Wei-Chih Hsu, Chien-Hui Lin, Kuo-Hao Chang*, “An Empirical Study on Enhancing Wafer Quality: Integrating Big Data and AI in Virtual Metrology for Thin-Film Processing,” Advanced Engineering Informatics
Kuo-Hao Chang*, Tung-Chin Hsieh, Chung-Ming Kuo, Hsiu-Ping Lin, “Unsupervised Learning-Driven Prognostics and Health Management of Air Compressors in Semiconductor Manufacturing and An Empirical Study,” Advanced Engineering Informatics
Yuan-Yuan Liu, Nurcin Celik, Kuo-Hao Chang*, Chun-Hung Chen, Enver Yucesan, “Supercharging Digital Twins with AI,” Asia-Pacific Journal of Operational Research
Kuo-Hao Chang*, Xin-Pei Wu, Robert Cuckler, “An Integrated Model for Predictive Maintenance and Inventory Management Under a Reliability Chance Constraint,” European Journal of Operational Research
Wei-Teng Sheu, Shey-Huei Sheu, Tzu-Hsin Liu, Kuo-Hao Chang*, “Optimal Replacement Policies for k-out-of-n Systems with Minimal Repairs and Mission Durations,” Annals of Operations Research
Min-Syuan Wu, Yuan-Yuan Liu, Kuo-Hao Chang*, “A Transfer Learning-based Calibration-free Model for Blood Pressure Prediction Using Smart Monitors,” Advanced Engineering Informatics
Kuo-Hao Chang, Tzu-Li Chen*, Yi-Ting Lee, Tzu-Yin Chang, “Stochastic Ambulance Dispatching and Routing in Mass Casualty Incident under Road Vulnerability,” Journal of the Operational Research Society
Yuan-Yuan Liu, Kuo-Hao Chang*, En-Ping Chen, “An Efficient Simulation Optimization Method for the Generalized Redundancy Allocation Problem under Uncertain Component Reliability,” Asia-Pacific Journal of Operational Research
Kuo-Hao Chang*, Yow-Jen Pan, Hongey Chen, “Shelter Location-Allocation Problem for Disaster Evacuation Planning: A Simulation Optimization Approach,” Computers & Operations Research
Hsiang-Tse Chung, Chin-Cheng Tsai, Kuo-Kuang Jen, Ying-Sun Huang, Yi-Cherng Ferng, Ching-Yuan Lo, Tso-Wei Chen, Kuo-Hao Chang, An-Chou Yeh, “Optimization of Process Parameters of Selective Laser Melted Nickel-based Superalloy for Densification by Random Forest Regression Algorithm and Response Surface Methodology,” Results in Engineering
Kuo-Hao Chang*, Chien-Chi Hsu, Wen-Ray Su, “An Agent-based Simulation Framework for Emergency Evacuations from Toxic Gas Incidents and An Empirical Study in Taiwan,” Computers and Operations Research
Kuo-Hao Chang*, Yun-Ting Chiu, Wen-Ray Su, Yi-Chiang Yu, Chih-Hsin Chang, “A Spatial-Temporal Deep Learning-based Warning System against Flooding Hazards with an Empirical Study in Taiwan,” International Journal of Disaster Risk Reduction
Kuo-Hao Chang*, Tzu-Li Chen, “Simulation Learning and Optimization: Methodology and Applications,” Asia-Pacific Journal of Operational Research
Kuo-Hao Chang*, Chi-Ping Lin, “An Efficient Simulation Optimization Method for Redundancy Allocation Problem with a Chance Constraint,” Journal of the Operational Research Society
Kuo-Hao Chang*, Ying-Zheng Wu, Wen-Ray Su, Lee-Yaw Lin, “A Simulation Evacuation Framework for Effective Disaster Preparedness Strategies and Response Decision Making,” European Journal of Operational Research
Kuo-Hao Chang*, Robert Cuckler, “Solving the Stochastic Machine Assignment Problem with Probability-based Objectives: Problem Formulation, Solution Method, and Practical Applications,” European Journal of Industrial Engineering
Kuo-Hao Chang*, Yi-Chieh Chiang, Tzu-Yin Chang, “Simultaneous Location and Vehicle Fleet Sizing of Relief Goods Distribution Centers and Vehicle Routing for Post-Disaster Logistics,” Computers & Operations Research
Kuo-Hao Chang, Jiuh-Biing Sheu, Yenming Chen*, Chieh-Hsin Chang, Chih-Hao Liu, “Practice-based Post-Disaster Road Network Connectivity Analysis Using a Data-Driven Percolation Theory-based Method,” Transportation Research Part E: Logistics and Transportation Review
Kuo-Hao Chang, Tzu-Li Chen*, Fu-Hao Yang, Tzu-Yin Chang, “Simulation Optimization for Stochastic Casualty Collection Point Location and Resource Allocation Problem in a Mass Casualty Incident,” European Journal of Operational Research
Cheng-Hao Huang, Kuo-Hao Chang*, Chih-Hao Liu, Tzu-Yin Chang, Yi-Kuei Lin, “Network Reliability Analysis on Casualty Rescue for Natural Disaster Evaluation,” Annals of Operations Research
Yuan-Yuan Liu, Kuo-Hao Chang*, You-Ying Chen, “Simultaneous Predictive Maintenance and Inventory Policy in a Continuously Monitoring System Using Simulation Optimization,” Computers & Operations Research
Yenming J. Chen, Kuo-Hao Chang*, Jiuh-Biing Sheu, Chih-Hao Liu, Chy-Chang Chang, Chieh-Hsin Chang, Guan-Xun Wang, “Vulnerability-based Regionalization for Disaster Management Considering Storms and Earthquakes,” Transportation Research Part E: Logistics and Transportation Review
Kuo-Hao Chang*, Cheng-Chieh Huang, “An Interactive Two-Stage Framework for Simultaneous Machine Selection and Buffer Allocation,” IEEE Transactions on Automation Science and Engineering
Kuo-Hao Chang*, Ying-Zheng Wu, Siao-Syun Ke, “A Simulation-based Decision Support Tool for Dynamic Post-Disaster Pedestrian Evacuation,” Decision Support Systems
Kuo-Hao Chang*, Tzu-Yi Hsiung, Tzu-Yin Chang, “Multi-Commodity Distribution under Uncertainty in Disaster Response Phase: Model, Solution Method, and an Empirical Study,” European Journal of Operational Research
Kuo-Hao Chang*, Robert Cuckler, Chun-Hung Chen, “An Efficient Direct Search Method for Simulation Optimization with Conditional-Expectation-based Objectives,” IEEE Transactions on Automation Science and Engineering
Kuo-Hao Chang*, Robert Cuckler, Song-Lin Lee, Loo Hay Lee, “Discrete Condition-Expectation-based Simulation Optimization: Methodology and Applications,” European Journal of Operational Research
Kuo-Hao Chang*, Chi-Chih Tsai, Chih-Hung Wang, Chung-Jung Chen, Chih-Ming Lin, “Optimizing the Energy Efficiency of Chiller Systems in the Semiconductor Industry through Big Data Analytics and An Empirical Study,” Journal of Manufacturing Systems
Kuo-Hao Chang*, Yi-Jyun Sun, Chi-An Lai, Li-Der Chen, Chih-Hung Wang, Chung-Jung Chen, Chih-Ming Lin, " Big Data Analytics Energy-Saving Strategies for Air Compressors in the Semiconductor Industry – An Empirical Study," International Journal of Production Research
Kuo-Hao Chang*, Hui-Yu Yang, Robert Cuckler, “An Integrated Response-Surface-based Method for Simulation Optimization with Correlated Outputs,” Asia-Pacific Journal of Operational Research
Robert Cuckler, Kuo-Hao Chang*, “Applying Simulation Optimization for Agile Vehicle Fleet Sizing of Automated Material Handling Systems in Semiconductor Manufacturing,”, Asia-Pacific Journal of Operational Research
Hsiang-Hua Yu, Kuo-Hao Chang*, Hsin-Wei Hsu, Robert Cuckler, “A Monte Carlo simulation-based decision support system for reliability analysis of Taiwan’s power system: Framework and empirical study,” Energy
Kuo-Hao Chang*, Po-Yi Kuo, “An Efficient Simulation Optimization Method for the Generalized Redundancy Allocation Problem,” European Journal of Operational Research
Robert Cuckler, Kuo-Hao Chang*, Liam Y. Hsieh, “Optimal Parallel Machine Allocation Problem in IC Packaging Using IC-PSO: An Empirical Study,” Asia-Pacific Journal of Operational Research
Kuo-Hao Chang*, “Risk-Controlled Product Mix Planning in Semiconductor Manufacturing Using Simulation Optimization,” IEEE Transactions on Semiconductor Manufacturing
Kuo-Hao Chang*, Hou-Kuen Lu, “Quantile-based Simulation Optimization with Inequality Constraints: Methodology and Applications,” IEEE Transactions on Automation Science and Engineering
Ying-Jen Chen, Chu-Yuan Fan, Kuo-Hao Chang*, “Manufacturing Intelligence for Reducing False Alarm of Defect Classification by Integrating Similarity Matching Approach in CMOS Image Sensor Manufacturing,” Computers & Industrial Engineering
Kuo-Hao Chang*, “A Quantile-based Simulation Optimization Model for Sizing Hybrid Renewable Energy Systems,” Simulation Modelling Practice and Theory
Kuo-Hao Chang*, Liam Y. Hsieh, “Determination of Wafer Start Mix in Semiconductor Manufacturing: Model, Solution Method and an Empirical Study,” IEEE Transactions on Systems, Man and Cybernetics: Systems
Liam Y. Hsieh*, Edward Huang, Si Zhang, Chun-Hung Chen, Kuo-Hao Chang*, “Application of Multi-Fidelity Simulation Modeling to Integrated Circuit Packaging,” International Journal of Simulation and Process Modeling
Kuo-Hao Chang*, “Improving the Efficiency and Efficacy of Stochastic Trust-Region Response-Surface Method for Simulation Optimization,” IEEE Transactions on Automatic Control
Kuo-Hao Chang*, “A Direct Search Method for Unconstrained Quantile-based Simulation Optimization,” European Journal of Operational Research
Kuo-Hao Chang*, Grace Lin, “Optimal Design of Hybrid Renewable Energy Systems Using Simulation Optimization,” Simulation Modelling Practice and Theory
Kuo-Hao Chang*, “A Decision Support System for Planning and Coordination of Hybrid Renewable Energy Systems,” Decision Support Systems
Kuo-Hao Chang*, Ai-Lin Chang, Ching-Yi Kuo, “A Simulation-based Framework for Multi-objective Vehicle Fleet Sizing of Automated Material Handling Systems: An Empirical Study,” Journal of Simulation
Kuo-Hao Chang*, Yu-Hsuan Huang, Shih-Pang Yang, “Vehicle Fleet Sizing for Automated Material Handling Systems,” IIE Transactions 2015 IIE Transactions Best Paper Award
Kuo-Hao Chang*, Ming-Kai Li, Hong Wan, “Combining STRONG and Efficient Screening Designs for Large-Scale Simulation Optimization,” IIE transactions
Chen-Fu Chien*, Kuo-Hao Chang, Wen-Chih Wang, “An Empirical Study of Design-of-Experiment Data Mining for Yield-Loss Diagnosis in Semiconductor Manufacturing,” Journal of Intelligent Manufacturing
Ching-Hsiang Chan, Hsiao-Fan Wang*, Kuo-Hao Chang, Ching-Yi Kuo, “An Intelligent Centralized Control System for Dispatching and Routing of the Automatic Guided Vehicles,” Advances in Computer Science and Engineering
Liam Y. Hsieh, Kuo-Hao Chang*, Chen-Fu Chien, “Efficient Development of Cycle Time Response Surfaces Using Progressive Simulation Metamodeling,” International Journal of Production Research
Jeff L. Hong, Kuo-Hao Chang, and Hong Wan*, “Stochastic Trust- Region Response-Surface Method (STRONG)-A New Response Surface Framework for Simulation Optimization,” INFORMS Journal on Computing
Chen-Fu Chien*, Chia-Yu Hsu, Kuo-Hao Chang, “Overall Wafer Effectiveness (OWE): A Novel Industry Standard for Semiconductor Ecosystem as a Whole,” Computers and Industrial Engineering
Liam Y. Hsieh, Kuo-Hao Chang*, “Yield Improvement of In-Mold Decoration Manufacturing through Parameter Optimization,” International Journal of Precision Engineering and Manufacturing
Ying-Jen Chen, Tzu-Hsiang Lin, Kuo-Hao Chang*, Chen-Fu Chien, “Feature Extraction for Defect Classification and Yield Enhancement in Color Filter and Micro-lens Manufacturing: An Empirical Study,” Journal of Industrial and Production Engineering
Kuo-Hao Chang*, “Stochastic Nelder-Mead Simplex Method-A New Globally Convergent Direct Search Method for Simulation Optimization,” European Journal of Operational Research
Chao-Jung Huang, Kuo-Hao Chang*, James T. Lin, “Optimal Vehicle Allocation for Automated Material Handling System Using Simulation Optimization,” International Journal of Production Research
Chen-Fu Chien*, Kuo-Hao Chang*, Chih-Ping Chen, “Design of sampling strategy for measuring and compensating overlay errors in semiconductor manufacturing,” International Journal of Production Research
Chen-Fu Chien*, Kuo-Hao Chang*, Chih-Ping Chen, “Modeling Overlay Errors and Sampling Strategies to Improve Yield,” Journal of the Chinese Institute of Industrial Engineers