Master Students (100)

Pan, Ting-Jhen (潘婷蓁), M.Eng 2024

• "Federated Learning Model Training using Simplified Swarm Optimization (應用改良式簡化群體演算法優化聯邦式學習模型之訓練)", National Tsing Hua University, R.O.C.

Lin, Zih-Jie (林子傑), M.Eng 2024

• "Using improved SSO to optimize Graph Convolution Network neural architecture search and hyperparameter optimization (應用改良式簡化群體演算法改善圖卷積神經網路之結構(NAS)與超參數(HPO))", National Tsing Hua University, R.O.C.

Kuo, Yen-Tso (郭彥佐), M.Eng 2024

• "A reliability evaluation model based on WKN-BiGRU-MSA and SSO (基於 WKN-BiGRU-MSA 和簡化群體演算法之可靠度評估模型)", National Tsing Hua University, R.O.C.

Luo, Fu-Cheng (羅富承), M.Eng 2024

• "Applying Monte Carlo Simulation and Optimal Computing Budget Allocation based on Binary-Addition-Tree Algorithm to Probe Card Network Reliability (應用最優計算量分配蒙地卡羅之二元累加窮舉演算法於探針卡網路可靠度)", National Tsing Hua University, R.O.C.

Chang, Qi-Lin (張騏麟), M.Eng 2024

• "Optimization of Graph Convolutional Network Using Improved Simplified Swarm Optimization Algorithm and Natural Gradient Descent (基於改良式簡化群體演算法與自然梯度下降訓練圖卷積網路)", National Tsing Hua University, R.O.C.

Huang, Hsi-Ting (黃熙庭), M.Eng 2024

• "The Impact of Online Advertisement Formats and Layout Positions on Attention, Recognition, and Reading Concentration: An Eye-Tracking Study (以眼動追蹤探討網路廣告形式、版面位置對注意力、再認力及閱覽專注力之影響)", National Tsing Hua University, R.O.C.

Ngui, Xin-Le (魏心樂), M.Eng 2024

• "Exploring Food Quantitative Gripping Through the Use of Robotic Arm Gripper (運用機械手臂夾具探討食品定量夾取之研究)", National Tsing Hua University, R.O.C.

Liu, Ching-Yu (劉靖妤), M.Eng 2024

• "A Fairness Classification Model for Knee Osteoarthritis Severity based on Simplified Swarm Optimization Algorithm and Transfer Learning (基於簡化群體演算法與遷移學習建立公平性膝關節炎嚴重程度分類模型)", National Tsing Hua University, R.O.C.

Lin, Yu-Cheng (林育丞), M.Eng 2024

• "Optimization of Dynamic Vehicle Routing Problems Based on Reinforcement Learning (基於強化學習的動態車輛途程問題優化)", National Tsing Hua University, R.O.C.

Liao, Yu-Shun (廖淯舜), M.Eng 2024

• "Integration of Reinforcement Learning and Simplified Swarm Optimization in Simulation Optimization Framework Applied to Semiconductor Backend Component Scheduling Problem (結合強化學習與簡化群體演算法之模擬最佳化架構應用於半導體後端組裝排程問題)", National Tsing Hua University, R.O.C.

Tseng, Mei-Chi (曾美淇), M.Eng 2024

• "Exploring predictive models of dementia family caregiver chronic stress: Multivariate research based on machine learning (探索失智症家庭照顧者慢性壓力的預測模型： 基於機器學習的多變量研究)", National Tsing Hua University, R.O.C.

Chang, Shiaw-Meng (張孝萌), M.Eng 2024

• "Utilizing Deep Learning and Image Processing Methods to Application: An Empirical Study on Led Defect Detection (應用深度學習與影像處理方法於缺陷檢驗之實證研究：以LED為例)", National Tsing Hua University, R.O.C.

Liao, Shao-Yu (廖紹宇), M.Eng 2024

• "Metal Surface Laser Label Recognition Based on YOLO Object Detection Method - An Empirical Study of Company A (金屬表面雷射標籤辨識基於YOLO物件偵測方法之研究 -以A公司為例)", National Tsing Hua University, R.O.C.

Liu, Yu-Lun (劉宇綸), M.Eng 2024

• "Developing a Universal Explainable Framework for Persona in Business sector (發展一個通用的可解釋性框架實現顧客畫像應用於商業領域)", National Tsing Hua University, R.O.C.

Chu, Chia-Li (朱珈立), M.Eng 2023

• A Hybrid Feature Selection Method based on Simplified Swarm Optimization for Data Classification in Semiconductor Manufacturing (基於簡化群體演算法之混合特徵選擇方法應用於半導體製造分類問題), National Tsing Hua University, R.O.C.

• CODE & PPT

Hsu, Yun-Ting (徐筠婷), M.Eng 2023

• A Lightweight Classification Model for Breast Cancer Mass Abnormality based on Simplified Swarm Optimization Algorithm and Knowledge Distillation (基於簡化群體演算法與知識蒸餾建立輕量化乳癌腫瘤異常分類模型), National Tsing Hua University, R.O.C.

• CODE & PPT

Lin, Ke-Yun (林可芸), M.Eng 2023

• Exploring Online Shopping Journey and Shopping Preference with Eye Tracking (以眼動追蹤探討消費者線上購物歷程及購物偏好), National Tsing Hua University, R.O.C.

• CODE & PPT

Choke, Yuh-Herng (祝煜恆), M.Eng 2023

• Automatic Deep Compression Based on Simplified Swarm Optimization (基於簡化群體演算法自動化壓縮卷積神經網路), National Tsing Hua University, R.O.C.

• CODE & PPT

Hu, Li-Man (胡理嫚), M.Eng 2022

• Risk Averse Two-Stage Stochastic Programming-Based Closed-Loop Supply Chain Network Design under Uncertain Demand (不確定需求下基於風險規避兩階段隨機規劃的閉環供應鏈網路設計), National Tsing Hua University, R.O.C.

Chiang, Po-Hung (姜柏宏), M.Eng 2022

• Convolution Neural Network Weight Optimization Using Improved Simplified Swarm Optimization (應用改良式簡化群體演算法訓練卷積神經網路權重), National Tsing Hua University, R.O.C.

Hsieh, Ming-Hui (謝茗卉), M.Eng 2022

• Predictive Maintenance using LSTM - application for handlers of final test process (應用LSTM預測維護—以後段測試廠分類機為例), National Tsing Hua University, R.O.C.

Hsieh, Yu-Hsin (謝予欣), M.Eng 2022

• Combined Neural Network with Simplified Swarm Optimization for Building Flexible Grid Trading Model (結合神經網路與簡化群體演算法建構彈性網格交易模型), National Tsing Hua University, R.O.C.

Huang, Yu-Sheng (黃祐陞), M.Eng 2022

• Applying Hybrid Genetic Simplified Swarm Optimization for Distributed Flexible Job-Shop Scheduling Problem (應用混合基因簡化群體演算法於分散式彈性零工式生產排程問題), National Tsing Hua University, R.O.C.

• CODE & PPT 

Kuo, Yu-Lun (郭于綸), M.Eng 2022

• Research and Implementation of Retrieval-based FAQ Question Answering System Using q-Q Semantic Similarity Matching-application for Software Technical Support FAQ (基於語義相似度匹配的FAQ問答系統實作研究-以軟體技術支援常見問答集為例), National Tsing Hua University, R.O.C.

Lin, Yuan-Tzu (林元慈), M.Eng 2022

• Applying Object Detection in Semiconductor Wafer-ID Recognition System (應用物件偵測於半導體晶圓刻號辨識系統), National Tsing Hua University, R.O.C.

Su, Pei-Chiang (蘇沛強), M.Eng 2022

• A Hybrid Quantum-Inspired Simplified Swarm Optimization Algorithm for Real-Time task scheduling in multiprocessor environment (混合量子簡化群體演算法優化多處理器環境之即時任務排程問題), National Tsing Hua University, R.O.C.

Chou, Wan-Yun (周宛昀), M.Eng 2022

• Cutting Optimization Problem Using Simplified Swarm Optimization (應用簡化群體演算法優化切割問題), National Tsing Hua University, R.O.C.

Jen-Hsuan Chen (陳任軒), M.Eng 2021

• A Novel Binary-addition Simplified Swarm Optimization for Generalized Reliability Redundancy Allocation Problem (利用累加窮舉簡化群體演算法求解通用網路可靠度冗餘配置問題), National Tsing Hua University, R.O.C. 

Tzu-Yun Hsu (徐紫芸) , M.Eng 2021

• Applying Binary-Addition-Tree and PageRank for Predicting and Modeling Propagation Probability in Social Network (應用二元累加窮舉法與網頁排名於社群網路傳播機率預測與建模), National Tsing Hua University, R.O.C.

Tzu-Ching Liang (梁茲晴), M.Eng 2021

• Non-dominated Sorting Simplified Swarm Optimization for Multi-Objective Omni-Channel of Pollution Routing Problem (應用非支配排序簡化群體演算法於多目標全通路零售之汙染路徑問題), National Tsing Hua University, R.O.C. 

Yi-Ping Lin (林怡萍), M.Eng 2021

• Convolution Neural Network Hyperparameter Optimization Using Simplified Swarm Optimization (應用簡化群體演算法優化卷積神經網路超參數), National Tsing Hua University, R.O.C. 

Yi-Fan, Peng (彭逸帆) , M.Eng 2021

• Multi-objective Optimal Operation Schedule and Component Capacity of Renewable Energy hybrid Combined Cooling, Heating and Power System using SSO-DE (基於簡化群體差異進化演算法求解混合型冷熱電供聯系統之機組排程及容量問題), National Tsing Hua University, R.O.C.

En­-Jung Tsai (蔡恩榮), M.Eng 2021

• PAM: Pose Attention Module For Pose­Invariant Face Recognition  (基於深度學習注意力模組強化特定類內變化之不變特徵轉換--以多姿態人臉辨識為例), National Tsing Hua University, R.O.C.

Yu-Cheng Yang (楊雨澄), M.Eng 2021

• Solving Dual-channel Supply Chain Pricing Strategy Problem with Multi-level Programming Based on Improved Simplified Swarm Optimization (基於改良簡化群體演算法求解多層規劃於雙管道供應鏈定價決策問題), National Tsing Hua University, R.O.C. 

Chieh-Feng Chung (鍾杰峰), M.Eng 2020

• Optimization Convolutional Neural Network Architecture and Hyperparameter Using Simplified Swarm Optimization (以簡化群體演算法優化卷積神經網路結構及超參數調整), National Tsing Hua University, R.O.C. 

Chih-Yun Hsueh (薛旨耘), M.Eng 2020

• Non-dominated Sorting Simplified Swarm Optimization for Task Scheduling in Cloud Computing (應用非支配排序簡化群體演算法 於雲端計算任務分配問題), National Tsing Hua University, R.O.C.

Shang-Ke Huang (黃上科), M.Eng 2020

• Parallel Simplified Swarm Optimization and Hybrid Gradient Descent Implemented in CUDA (平行簡化群體演算法與混合梯度下降法於CUDA架構之實現), National Tsing Hua University, R.O.C.

 Wei-Hung Li (李幃閎), M.Eng 2020

• Hybrid Algorithm Trained Recurrent Neural Network for Air Quality Index Forecasting (混合式演算法優化循環式神經網路-空氣品質預測), National Tsing Hua University, R.O.C. 

Pin Huang (黃蘋), M.Eng 2020 (Advising Professor: D.L. Daniel Sheu, W.C. Yeh)

• Prioritized TRIZ Trend Solution Identification Using Support Vector Machine (以支持向量機分類具優先序的萃智趨勢解答辨識), National Tsing Hua University, R.O.C.

• D.L. Daniel Sheu, W.C. Yeh, P. Huang, Y.Z su, “Prioritized TRIZ Trend Solution Identification Using Support Vector Machine”, 2020 The 11th International Conference on Systematic Innovation: Second Prize of PAPER COMPETITION AWARDS 

Ching-Kai Wang (王靖凱) , M.Eng 2020 (Advising Professor: D.L. Daniel Sheu, W.C. Yeh)

• Using Neural Network to Identify and Prioritize TRIZ Effect Solutions (以類神經網路辨識與排序萃智效應解答), National Tsing Hua University, R.O.C.

Bo-Hua Wang (王柏樺), M.Eng 2019 

• Using Simulation Value of Two Factors to Estimate the Manufacturing Network Reliability with Reworking Action (運用模擬兩因子估計重工製造系統之網路可靠度), National Tsing Hua University, R.O.C.

Ching-Hao Shin (辛境浩), M.Eng 2019

• Non-dominated sorting improved Simplified Swarm Optimization for Robust Multi-objective Gate Assignment Problem (應用非支配改良式排序簡化群體演算法求解多目標機門穩健性指派問題), National Tsing Hua University, R.O.C.

Jr-Yu Tsai (蔡志昱), M.Eng 2019

• Simplified Swarm Optimization-Sine Cosine Algorithm for Optimal Deployment of Hybrid Cloud/Fog Computing System of Industry 4.0 Smart Factory (應用混合簡化群體正餘弦演算法於工業4.0智慧工廠雲/霧混和計算系統最佳化佈署問題之研究), National Tsing Hua University, R.O.C.

• W. C. Yeh, C. M. Lai, J. Y. Tsai, “Simplified swarm optimization for optimal deployment of fog computing system of industry 4.0 smart factory”, 2019 the 8th International Conference on Engineering Mathematics and Physics, Ningbo, China, 2019/7/1~7/3; 

• W. C. Yeh, C. M. Lai, J. Y. Tsai, “Simplified swarm optimization for optimal deployment of fog computing system of industry 4.0 smart factory”, Journal of Physics Conference Series 1411:012005, 2019.

• W. C. Yeh, C. M. Lai, J. Y. Tsai, “Nurse scheduling problem using Simplified Swarm Optimization”, 2019 the 8th International Conference on Engineering Mathematics and Physics, Ningbo, China, 2019/7/1~7/3.

Meng-Hang Tsai (蔡孟航), M.Eng 2019

• Nurse Scheduling Problem: Considering several sudden incidents using Simplified Swarm Optimization with Genetic Techniques (考慮多種突發情境下之護士排班問題-以簡化群體演算法結合遺傳技巧求解), National Tsing Hua University, R.O.C.

• W.C. Yeh, C.M. Lai, M.H. Tsai, "Nurse scheduling problem using Simplified Swarm Optimization", Journal of Physics Conference Series 1411:012010, 2019.

Kuan-Chen Tseng (曾冠程), M.Eng 2019

• Fog Computing Task Scheduling Optimization Based on Bi-Objective Simplified Swarm Optimization With Card Sorting Local Search and Fast Elite Selecting (應用雙目標簡化粒子群演算法 結合理牌區域搜尋法及快速菁英挑選法 求解多目標霧計算任務分配問題), National Tsing Hua University, R.O.C.

• W. C. Yeh, C. M. Lai, K. C. Tseng, “Fog computing task scheduling optimization based on multi-objective simplified swarm optimization”, 2019 the 8th International Conference on Engineering Mathematics and Physics, Ningbo, China, 2019/7/1~7/3.

• W. C. Yeh, C. M. Lai, K. C. Tseng, “Fog computing task scheduling optimization based on multi-objective simplified swarm optimization”, Journal of Physics Conference Series 1411:012007 , 2019.

Szu-Wei Yao (姚思微), M.Eng 2019

• Non-dominated Sorting Simplified Swarm Optimization for Deploying Electric Scooter Battery-Swapping Location System (應用非支配排序簡化群體演算法佈署電動機車電池交換站選址系統), National Tsing Hua University, R.O.C.

Cheng-Ming  Chang (張政名), M.Eng 2018

• • Application of Simplified Swarm Optimization for Solving the Resource-Constrained Project Scheduling Problems (應用簡化群體最佳化演算法求解資源限制下專案計畫排程問題), National Tsing Hua University, R.O.C.

  •  W. C. Yeh, C.-M. Lai, and Cheng-Ming Chang, “A Simplified Swarm Optimization for the Project Scheduling Problem Under Resource Constrained”, Chinese Institute of Industrial Engineering 2017 Annual Conference and Symposium (中國工業工程學會106 年度年會暨學術研討會), Kaohsiung, Taiwan, 2017/12/16.

Tzu-Wei Cheng (鄭子瑋), M.Eng 2018

• • Improved Simplified Swarm Optimization for Flexible Job Shop Problem (應用改良簡化群體演算法求解彈性零工式生產排程問題), National Tsing Hua University, R.O.C.

  •  W. C. Yeh, C.-M. Lai, Yeh-Cheng Huang, Tzu-Wei Cheng, Hsin-Ping Huang, and Yunzhi Jiang, “Simplified Swarm Optimization for Task Assignment Problem in Distributed Computing System”, The 2017 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2017), Guilin, China, 2017/07/29~07/31.

Sin-Yuan Huang (黃新元), M.Eng 2018

• • Application of fuzzy system and time window in multi – demand stochastic network of traffic service network problems (模糊系統與時間窗應用於多需求隨機網路之交通服務網路問題), National Tsing Hua University, R.O.C.

  • C.-L. Huang, S.-Y. Huang, W. C. Yeh, J. Wang, “Fuzzy System and Time Window Applied to Traffic Service Network Problem under Multi-demand Random Network”, Electronics (SCI IF: 2.412, Zone 4), Vol. 8, No. 5, 539, 2019/5, https://doi.org/10.3390/electronics8050539. 

Chen-Wei Jao (饒展維) , M.Eng 2018

• • iSSODE-SQP for Dynamic Economic Emission Dispatch Problem (混合改良簡化群差異進化以及循序二次規劃法求解動態經濟排放調度問題), National Tsing Hua University, R.O.C.

  • C.-L. Huang, C.-W. Jao, X. Zhang, W. C. Yeh, V. Y. Y. Chung, J. Wang, J. Yang, and Y.-Z. Jiang, “A new Method for Dynamic Economic Emission Dispatch Problem”,  2019 IEEE Congress on Evolutionary Computation (CEC 2019), Wellington, New Zealand, 2019/6/10~6/13.

Wei-Che Liu (劉瑋哲), M.Eng 2018

• • A Novel Non-dominated sorting Simplified Swarm Optimization for Multi-stage Capacitated Facility Location Problem with Multi-objective (應用非支配排序簡化群體演算法求解多目標多階層有限容量設施選址問題), National Tsing Hua University, R.O.C.

  •  W. C. Yeh, C.-M. Lai, and Wei-Che Liu, “Non-dominated sorting Simplified Swarm Optimization for multi-objective and multi-stage capacitated Facility location problem”, Chinese Institute of Industrial Engineering 2017 Annual Conference and Symposium (中國工業工程學會106 年度年會暨學術研討會), Kaohsiung, Taiwan, 2017/12/16.

Yan-Chih Shih  (施彥池), M.Eng 2018

• • Optimization of Convolutional Neural Network Using Hybrid Algorithm (應用混和式演算法優化卷積神經網路), National Tsing Hua University, R.O.C.

  • W. C. Yeh, Y.-C. Lee, C.-M. Lai, Yan-Chih Shih, Hsin-Ping Huang, and Yunzhi Jiang, “A Hybrid Data Gravitation Based Classification Algorithm Applied to Gene Expression Data”, The 2017 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2017), Guilin, China, 2017/07/29~07/31.

  • C.L. Huang, Y.C. Shih, C.M. Lai, V.YY Chung, W.B. Zhu, W.C. Yeh, X. He, "Optimization of a Convolutional Neural Network Using a Hybrid Algorithm", 2019 International Joint Conference on Neural Networks (IJCNN), 1-8.

Ying  Yin (殷英 ), M.Eng 2018

• • Multi-objective Task Scheduling in Cloud Environment Using Multi-objective Simplified Swarm Optimization (應用多目標簡化群演算法解決多目標雲端運算任務分配問題), National Tsing Hua University, R.O.C.

  •  C.-L. Huang, Y. Yin, Y, Jiang, W. C. Yeh, Y. Y. Chung, and C.-M. Lai, “Multi-objective Scheduling in Cloud Computing using MOSSO”, 2018 IEEE Congress on Evolutionary Computation (CEC 2018), Rio de Janeiro, Brazil, 2018/7/8~7/13.

Yen-Cheng Huang (黃彥誠), M.Eng 2017 

• Simplified Swarm Optimization with Entropy local search for Task Assignment Problem in distributed computing system (應用融合式簡化群體演算法於分佈式運算系統中工作指派問題之研究) National Tsing Hua University, Taiwan

• W. C. Yeh, S.-T. Wang, C.-M. Lai, Y.-C. Huang, Y. Y. Chung and J.-S. Lin, “Simplified Swarm Optimization for Repairable Redundancy Allocation Problem in Multi-state Systems with Bridge Topology”, The 2016 International Joint Conference on Neural Networks (IEEE IJCNN 2016), Vancouver, Canada, 2016/7/24~7/29.

• W. C. Yeh, C.M. Lai, Y. C. Huang, T.W. Cheng, H.P. Huang, Y. Jiang, Simplified swarm optimization for task assignment problem in distributed computing system, 2017 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD)

Yu-Hsiang Huang (黃昱翔), M.Eng 2017

• Application of Multi-Commodity Reliability Concept in Deteriorated Stochastic Supply Chain Network Problem (應用網路可靠度於多商品隨機衰退之供應鏈網路配送問題)”, National Tsing Hua University, Taiwan

 Chi-Ting Hsu (許季庭), M.Eng 2017

• Appling hybrid filter model and multi-objective simplified swarm optimization for gene selection problem using gene expression data (應用混合式過濾器模型及多目標簡化群體演算法解決基因型態資料之基因選取問題)”, National Tsing Hua University, Taiwan

• W. C. Yeh, C.-Y. Luo, C.-M. Lai, C.-T. Hsu, Y. Y. Chung and J.-S. Lin, “Simplified Swarm Optimization with Modular Search for the General Multi-level Redundancy Allocation Problem in Series-parallel Systems”, 2016 IEEE Congress on Evolutionary Computation (IEEE CEC 2016), Vancouver, Canada, 2016/7/24~7/29, Special Session: SS CEC-24: Evolutionary Computation in Operations Research, Management Science and Decision Making.

Yen-Chin Lee  (李彥瑾), M.Eng 2017

• A Hybrid Data Gravitation Based Classification Algorithm Applied to Gene Expression Data (應用混合式數據引力分類演算法於基因表現資料分類問題之研究 )”, National Tsing Hua University, Taiwan

• W. C. Yeh, W.-T. Lin, C.-M. Lai, Y.-C. Lee, Y. Y. Chung and J.-S. Lin, “Application of Simplified Swarm Optimization Algorithm in Deteriorate Supply Chain Network Problem”, 2016 IEEE Congress on Evolutionary Computation (IEEE CEC 2016), Vancouver, Canada, 2016/7/24~7/29.

Hsin-Yi Ting (丁興毅), M.Eng 2017

• Solving Single Row Facility Layout Problem With Simplified Swarm Optimization (以簡化群演算法求解單列機台布置問題 )”, National Tsing Hua University, Taiwan

• W. C. Yeh, C.-M. Lai, Hsin-Yi Ting, Y. Jiang and Hsin-Ping Huang “Solving Single Row Facility Layout Problem With Simplified Swarm Optimization”, The 2017 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2017), Guilin, China, 2017/07/29~07/31.

Che-Hao Yeh (葉哲豪), M.Eng 2017

• A Hybrid Simplified Swarm Optimization for Multi-Product Stochastic Resource Allocation Problem in Flow Production System (應用融合式簡化群體演算法於多產品流程型生產系統隨機資源分配問題之研究)”, National Tsing Hua University, Taiwan

• Y. Jiang, W. C. Yeh, C.-M. Lai, H.-H. Liu, C.-H. Yeh, Y. Y. Chung, and J.-S. Lin, “Integrated use of Soft Computing and Clustering for Capacitated Clustering Single-Facility Location Problem with One-Time Delivery”, 2016 IEEE Congress on Evolutionary Computation (IEEE CEC 2016), Vancouver, Canada, 2016/7/24~7/29.

Y.-T. Yang (楊御台), M.Eng 2016

• Y.-T. Yang (楊御台), 2016/8, “A Hybrid Filter/Wrapper Method Using Simplified Swarm Optimization for Feature Selection in High-Dimensional Imbalanced Data (應用簡化群體演算法之混合式特徵選取於於高維度不平衡資料集之研究)”, National Tsing Hua University, Taiwan

• W. C. Yeh*, Y.-T. Yang, and C.-M. Lai, “A Hybrid Simplified Swarm Optimization Method for Imbalanced Data Feature Selection”, Sydney International Business Research Conference 2016 (SIBRC 2016), Sydney, Australia, 2016/3/19~3/21.

C.-Y. Chang (張中議), M.Eng 2015

• C.-Y. Chang (張中議), 2015/6, “Information gain and wheel based simplified swarm optimization for gene selection from gene expression data (應用資訊增益、簡化群體演算法及輪式搜尋策略於基因選取之研究)”, National Tsing Hua University, Taiwan

W.-T. Lin (林韋廷), M.Eng 2015

• W.-T. Lin (林韋廷), 2015/7, “Application of Simplified Swarm Optimization Algorithm in Deteriorated Supply Chain Network Problem (應用簡化群體演算法於多層供應鏈衰退型路網系統中貨物配送問題之最佳化研究)”, National Tsing Hua University, Taiwan

Hsiu-Hao Liu (劉修豪), M.Eng 2015

• H.-H. Liu (劉修豪), 2015/8, “Integrated Use of Soft Computing and Clustering for Capacitated Single-facility Location Problem With One-time Delivery (應用柔性演算法於一次性配送有限產能廠址選擇問題之研究)”, National Tsing Hua University, Taiwan

•  Y. Jiang, W. C. Yeh, C.-M. Lai, Hsiu-Hao Liu, C.-H. Yeh, Y. Y. Chung and J.-S. Lin, “Integrated use of Soft Computing and Clustering for Capacitated Clustering Single-Facility Location Problem with One-Time Delivery”, 2016 IEEE Congress on Evolutionary Computation (IEEE CEC 2016), Vancouver, Canada, 2016/7/24~7/29.

X.-T. Wang (王翔泰), M.Eng 2015

• X.-T. Wang (王翔泰), 2015/1, “Simplified Swarm Optimization for Repairable Redundancy Allocation Problem in Multi-state Systems with Bridge Topology (應用簡化群體演算法於多態暨橋接串並聯系統中可維修式冗餘配置問題之研究)”, National Tsing Hua University, R.O.C

H.-S. Wu (吳浩生), M.Eng 2015

• H.-S. Wu (吳浩生), 2015/7, “A Novel 2D Binary-State Angle Network/2D Multi-State Flow Angle Network and the Reliability Evaluation (2D二元角度限制網路及多態流量角度限制網路之可靠度評估)”, National Tsing Hua University, Taiwan

•  W. C. Yeh, Haw-Sheng Wu, and C.-M. Lai, “A Novel 2D Binary-State Angle Network and its Reliability Evaluation”, The Ninth International Conference on Mathematical Methods in Reliability (MMR 2015), Tokyo, Japan, 2015/6/1~6/4, Special Session-C-I-4(6) System Reliability.

Y.-Y. Chang (張詣昀), M.Eng 2014

• Y.-Y. Chang (張詣昀), 2014/6, “Calculating the Deterioration-effect Multi-state Flow Network with Capacity Level d and Evaluate Reliability (衰退型多態流量網路於d容量水準下之計算及可靠度評估)”, National Tsing Hua University, Taiwan

H.-W. Lee (李慧文), M.Eng 2014

• H.-W. Lee (李慧文), 2014/6,”A New Universal Generating Function Method to Search for all Minimal Paths Generate in Networks (應用新型通用生成函數尋找網路圖形中最小路徑之研究)”, National Tsing Hua University, Taiwan

C.-Y. Luo (羅銓余), M.Eng 2014

• C.-Y. Luo (羅銓余), 2014/6, “Simplified Swarm Optimization with Modular Search for the General Multi-level Redundancy Allocation Problem in Series-parallel Systems (應用模組搜尋式簡化群體演算法於串並聯系統中一般化多層次冗餘配置問題之研究)”, National Tsing Hua University, Taiwan

I.-A. Ting (丁奕安), M.Eng 2014

• I.-A. Ting (丁奕安), 2014/6, “Simplified Swarm Optimization for Resource Allocation in Line Balancing of Semiconductor Manufacturing (運用簡化群體演算法於產線平衡規劃問題-以半導體製程為例)”, National Tsing Hua University, Taiwan

T.-S. Lin (林資祥), M.Eng 2013

• T.-S. Lin (林資祥), 2013, “TWMD-based Neural Network for Classification Problems (利用轉置權重馬氏距離改善類神經網路分類效果 )”, National Tsing Hua University, Taiwan

C.-L. Cheng (鄭進利), M.Eng 2012

• C.-L. Cheng (鄭進利), 2012/7, “A Hybrd Niclhing-based Evolutionary PSO for Numerical Optimkization Problems (利基為基礎之演化式粒子群演算法應用於數值最佳化問題)”, Tsing Hua University, Taiwan

• T.-J. Hsieh, W. C. Yeh, and C.-L. Cheng, “A Hybrd Niclhing-based Evolutionary PSO for Numerical Optimkization Problems”, IEEE International Conference on Computational Intelligence and Cybernetics, 2012/07.

C.-M. Lin (林甄敏), M.Eng 2012

• C.-M. Lin (林甄敏), 2012/7, “Optimize Disassembly Sequencing Problem with Stochastic Job-Dependent Learning Effects Using Genetic Algorithm (利用基因演算法求解考慮隨機零件相關學習效果之拆解順序問題)”, National Tsing Hua University, Taiwan

• W. C. Yeh and C.-M. Lin, “ Disassembly Sequencing Problems with Stochastic Processing Time using Simplified Swarm Optimization”, International Journal of Innovation, Management and Technology, Vol. 3, No. 3, 2012, pp. 226-231.

C.-W. Chang (張呈維), M.Eng 2012

• C.-W. Chang (張呈維), 2012/7, “A Support Vector Machine Based on Simplified Swarm Optimization for Classification (以簡化粒子演算法為基礎之支持向量機分類法)”, National Tsing Hua University, Taiwan

C.-H. Yang (楊志豪), M.Eng 2012

• C.-H. Yang (楊志豪), 2012, “Optimization of GUI Design for Multimedia Application using Genetic Algorithm (以基因演算法最佳化觸控式影音播放軟體之介面設計)”, National Tsing Hua University, Taiwan

Yun-Chih Ke (柯韻芝), M.Eng 2011

• Yun-Chih Ke (柯韻芝), 2011/7, “A Forecasting Wind Power based on Artificial Neural Network with Improved Simplified Swarm Optimization－an Example on Mai Liao Wind Farm (利用改善之簡化群體演算法求解類神經網路以預測風力發電供給量-以麥寮風力發電廠為例)”, National Tsing Hua University, Taiwan

• Wei Chang Yeh, Yun-Chih Ke, Y.-M. Yeh, and Vera Chung, “Forecasting Wind Power in the Mai Liao Wind Farm based on the Multi-Layer Perceptron Artificial Neural Network Model with Improved Simplified Swarm Optimization”, International Journal of Electrical Power and Energy Systems , 2012/05/18.

L.-M. Lin (林立閔), M.Eng 2011

• L.-M. Lin (林立閔), 2011/7, “The Application of Bi-level Programming with Stackelberg Equilibrium in Cloud Computing based on Simplified Swarm Optimization (基於SSO求解二階規劃Stackelberg-Equilibrium於雲端運算之應用)”, National Tsing Hua University, Taiwan

• W. C. Yeh, Y.-M. Yeh and L.-M. Lin, “The Application of Bi-level Programming with Stackelberg Equilibrium in Cloud Computing based on Simplified Swarm Optimization”, 8th ICCM: 2012 International Conference on Computing Technology and Information Management (8th NCM and 3rd ICNIT) ICCM2012, GRAND HILTON SEOUL, 201-1, Hongeun-dong, Seodaemun-gu, Seoul, Korea, 2012/04/24~26, pp. 809-814.

Deng-Fong Lee (李登豐), M.Eng 2011

• Deng-Fong Lee (李登豐), 2011/1, “Algorithm for Classification Tasks: ABC-based Weights Optimization with GA-based Feature Selection in ANN (於類神經網路中以基因演算法篩選屬性並嵌入蜜蜂演算法優化權重之方式處理分類問題)”, National Tsing Hua University, Taiwan

Wei-Jie Tseng (曾韋傑), M.Eng 2011

• Wei-Jie Tseng (曾韋傑), 2011/7, “Hybird Recursive Statistical Methods to Improve Features Selection and Data Mining Process (利用混合式遞迴統計法則改善特徵選取與資料探勘之流程)”, National Tsing Hua University, Taiwan

Chiu-Cheng Wei (邱政威), M.Eng 2011

• Chiu-Cheng Wei (邱政威), 2011/1, “A Feature Selection Recurive Orthogonal Array for Support Vector Machine Classification (以遞迴式直交表支持向量機的特徵選取包裝法)”, National Tsing Hua University, Taiwan

Rey-Xia Weng (翁瑞霞), M.Eng 2011

• Rey-Xia Weng (翁瑞霞), 2011/7, “Automatic Least Square Support Vector Regression Combined with Chaotic Particle Swarm Optimization for Prediction (自動式最小平支持向量機結合混沌粒子演算法應用於預測問題自動式最小平支持向量機結合混沌粒子演算法應用於預測問題)”, National Tsing Hua University, Taiwan

F.-C. Shih (施鳳珠), M.Eng 2011

• F.-C. Shih (施鳳珠), 2011/7, “A Study of Artificial Neural Networks with the Squeezed concept for Network Reliability Evaluation”, National Tsing Hua University, Taiwan

Zhi-Hao Yang (楊智皓), M.Eng 2011

• Zhi-Hao  Yang (楊智皓), 2011/7, “Optimization of Task Allocation Problem in Grid System based on Cellular Automata Monte-Carlo Simulation and Genetic Algorithm (結合細胞自動機與蒙地卡羅法和基因演算法求解網格計算系統之任務指派問題)”, National Tsing Hua University, Taiwan

C.-H. Zhou (周澄樺), M.Eng 2011

• C.-H. Zhou (周澄樺), 2011/7, “RFID A RFID Network Design Methodology for Decision Problem in Health Care (網路方法設計以醫療產業為例)”, National Tsing Hua University, Taiwan

Wei-Ying Deng (鄧瑋瑩), M.Eng 2010

• Wei-Ying Deng (鄧瑋瑩), 2010,“Inference of S-system Models of Genetic Networks Using a Hybrid Evolutionary Algorithm (利用混合型演化式演算法推論S-system基因網路模型)”, National Tsing Hua University, R.O.C.

  Yi-Jung Lee (李翊榮), M.Eng 2010

• Yi-Jung Lee (李翊榮), 2010, “Apply Binary Decision Diagram to the quickest path problem for system reliability evaluation of the multi-state flow network (應用二元決策圖於隨機型流量網路之最快路徑問題的系統可靠度評估)”, National Tsing Hua University, R.O.C.

Chuan-Wei Chiu (丘全煒), M.Eng 2009

• Chuan-Wei Chiu (丘全煒), 2009, “The Multi-State Quickest Path Flow Network and Reliability Evaluation under Cost Constraints (多階最快路徑流量網路在成本限制下的可靠度評估)”, National Tsing Hua University, R.O.C.

• 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.

• 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. 

Hsiang-Yu Lin (林相宇), M.Eng 2009

• Hsiang-Yu Lin (林相宇), 2009, “A Soft Computing Algorithm for Disassembly Sequencing (利用柔性運算法針對產品拆解排序問題進行求解) ”, National Tsing Hua University, R.O.C.

• 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.

 Jung-Yi Liao (廖鎔熠), M.Eng 2009

• Jung-Yi Liao (廖鎔熠), 2009, “Extend the Quickest Path Problem to the Reliability Estimation for a Weighted Multi-commodity Multistate Flow Networks (延伸最快路徑問題於權重多商品多階流量網路之可靠度評估)”, National Tsing Hua University, R.O.C.

• 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.

Yi-Cheng Lin (林毅誠), M.Eng 2008

• Yi-Cheng Lin (林毅誠), 2008, “Monte Carlo Simulation and Particle Swarm Optimization for Evaluating Binary State Network Reliability 以蒙地卡羅模擬法與粒子群演算法評估二元狀態之網路可靠度)”, National Tsing Hua University, R.O.C.

• 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.

• 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

• Wei-Chang Yeh, Chia-Yen Yu, and Yi-Cheng Lin, “A MCS Based Neural Network Approach to Extract Network Approximate Reliability Function”, 2007 Asia Simulation, 2007/10/10~2007/10/12, Communications in Computer and Information Science, Vol.5, 2007/12, pp.287-297.

Chia-Yen Yu (游佳燕), M.Eng 2007

• Chia-Yen Yu (游佳燕), 2007, “Evaluating the Reliability of Voting System Using the MCS-RSM and Neural Network ((利用MCS-RSM以及類神經網路評估投票系統之可靠度)”, National Tsing Hua University, R.O.C.

• Wei-Chang Yeh, Chia-Yen Yu, Chien-Hsing Lin “Evaluate Voting System Reliability Using the Monte Carlo simulation and Artificial Neural Network”, the 2nd International Conference on Wireless Broadband and Ultra Wideband Communications, 2007/8/27~2007/08/30.

• Wei-Chang Yeh, Chia-Yen Yu, and Yi-Cheng Lin, “A MCS Based Neural Network Approach to Extract Network Approximate Reliability Function”, 2007 Asia Simulation, 2007/10/10~2007/10/12, Communications in Computer and Information Science, Vol.5, 2007/12, pp.287-297.

Chien-Hsing Lin (林建興), M.Eng 2007

•  Chien-Hsing Lin (林建興), 2007, “A Squeeze Response Surface Methodology to Construct Approximate Reliability Function of Complex Networks(以夾擊反應曲面法建構複雜網路之近似可靠度函數)”, National Tsing Hua University, R.O.C.

• 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.

• Wei-Chang Yeh, Chia-Yen Yu, Chien-Hsing Lin “Evaluate Voting System Reliability Using the Monte Carlo simulation and Artificial Neural Network”, the 2nd International Conference on Wireless Broadband and Ultra Wideband Communications, 2007/8/27~2007/08/30.

• Wei-Chang Yeh, Chien-Hsing Lin, and Yi-Cheng Lin “A MCS-Based Neural Network Approach to Extract Network Approximate Reliability Function”, 2007 Asia Simulation, 2007/10/10~2007/10/12, Communications in Computer and Information Science, Vol.5, 2007/12, pp.287-297.

Tien-Wei Chang (張天維), M.Eng 2007

•  Tien-Wei Chang (張天維), 2007, “A New Universal Generating Function Methodology for Evaluating Network Reliability (以新式通用生成函數來評估網路可靠度之研究)”, National Tsing Hua University, R.O.C.

• Wei-Chang Yeh and Tien-Wei Chang, “A novel algorithm for evaluating the new type of receiving multistate-signal network reliability”, A Novel Algorithm for Evaluating the New Type of Receiving Multistate-Signal Network Reliability”, International Journal of Reliability and Quality Performance, Vol.1. No.2, 2009/7-12, pp. 95-106.

• Wei-Chang Yeh and Tien-Wei Chang “Acyclic binary-state arc network reliability evaluation”, 36th International Conference on Computers and Industrial Engineering(ICCIE06),2006/06/20~2006/06/23.

Cheng-I Lin (林政儀), M.Eng 2003

• Cheng-I Lin (林政儀), 2003,“探討具速度之區域控制無人搬運車系統的鎖死現象”, Feng Chia University, R.O.C.