政府計畫（GRB），建議「依年度遞減排序」，以查看最新的研究方向。
| 畢業學年度 | 論文標題 | 連結 | 學位 | 畢業時長(years) |
|---|---|---|---|---|
| 關鍵字 | ||||
| 112 | 運用演算法... 運用演算法於表面黏著技術球柵陣列封裝零件(BGA)錫膏印刷之製程參數設計最佳化預測 -以W公司為例 (Utilizing Algorithms for Predictive Optimization of Process Parameters in Solder Paste Printing for Surface Mount Technology Ball Grid Array (BGA) Packaging: A Case Study of W Company) | NTHU | 碩 | 無口試日期 |
表面黏著技術(Surface Mount Technology)、錫膏(solder paste)、印刷鋼板(printed stencil)、隨機森林演算法(Random Forest Algorithm)、球柵陣列封裝零件(Ball Grid Array) 表面黏著技... | ||||
| 112 | 航太發動機... 航太發動機熱處理製程自動化 (Automation of Aerospace Engine Heat Treatment Processes) | NTHU | 碩 | 無口試日期 |
生產排程(Production Scheduling)、自動排程系統(Automated Scheduling System)、Excel資料擷取(Excel Data Extraction)、流程自動化(Process Automation) 生產排程(... | ||||
| 111 | 建立矽晶圓... 建立矽晶圓廠晶棒品質檢驗製程作業員之最佳機台操作順序 (Establishing the Best Equipment Operation Sequence for Ingot Quality Inspection Process Operators in Silicon Wafer Fabrication Plant) | NTHU NDLTD | 碩 | 2.00 |
FlexSim(FlexSim)、晶棒品質檢驗製程(Wafer Quality Inspection Process)、操作順序(Operation Sequence)、基因演算法(Genetic Algorithm)、FlexScript(FlexScript)、最佳化(Optimization) FlexS... | ||||
| 111 | 矽晶圓長晶... 矽晶圓長晶製程生產排程最佳化研究 (Optimization research on scheduling the silicon wafer crystal growth process) | NTHU NDLTD | 碩 | 1.96 |
排程最佳化(Scheduling Optimization)、粒子群演算法(Particle Swarm Optimization (PSO))、FlexSim模擬(FlexSim Simulation) 排程最佳化... | ||||
| 111 | 單晶矽長晶... 單晶矽長晶製程之即時缺陷檢測與停機決策機制 (Real-time Defect Detection and Stopping Rule for Single Crytal Silicon Growth Process) | NTHU NDLTD | 碩(提早入學) | 1.46 |
柴氏長晶法(Czochralski Method)、即時物件偵測(Real-Time Image Detection)、晶體缺陷檢測(Crystal Defect Detection)、智慧製造(Smart Manufacturing) 柴氏長晶法... | ||||
| 111 | 面板廠 B... 面板廠 BEOL 排程問題之研究 (The Production Scheduling Problem in BEOL of Panel Manufacturing Factory) | NTHU NDLTD | 碩 | 2.93 |
模擬退火法(Simulated Annealing)、啟發式演算法(Heuristic Algorithm)、自動排程(Automated Scheduling)、面板製造(Panel Manufacturing Factory)、Beol 段排程(Beol Segment Scheduling)、自動化升級(Automation Upgrade) 模擬退火法... | ||||
| 111 | 定期海運聯... 定期海運聯盟隨機空櫃調度問題之研究 (The Stochastic Empty Container Repositioning Problem in Liner Shipping Alliance) | NTHU NDLTD | 碩 | 1.93 |
空櫃調度(Empty container repositioning)、隨機最佳化(Stochastic optimization)、聯盟船公司(Strategic alliance)、強化學習(Reinforcement learning)、定期海運業(Liner shipping) 空櫃調度(... | ||||
| 111 | 隨機複合運... 隨機複合運輸貨櫃裝載問題之研究 (The stochastic intermodal container loading problem) | NTHU NDLTD | 碩 | 1.93 |
隨機規劃(stochastic programming)、integer L-shaped method(integer L-shaped method)、整數規劃(integer programming)、貨櫃裝載(container loading) 隨機規劃(... | ||||
| 111 | 製程中管制... 製程中管制人員排班問題之研究 -以某製藥公司為例 (The Scheduling Problem of In-Process Control Personnel – A Case Study of a Pharmaceutical Company) | NTHU NDLTD | 碩 | 1.93 |
人員排班(staff scheduling)、製程中管制(In-process control)、整數規劃法(integer programming)、排班公平性(fair scheduling) 人員排班(... | ||||
| 111 | 應用修正式... 應用修正式德菲法及層級分析法於航空器研製專案風險因子之研究 - 以A公司為例 (Applying Modified Delphi Method and Analytic Hierarchy Process to Analyze Aircraft Development Project Risk – A Case Study of A Company) | NTHU NDLTD | 碩 | 1.93 |
航空器研製專案(aircraft development project)、專案風險因子(project risk)、修正式德菲法(Modified Delphi Method)、層級分析法(Analytic Hierarchy Process) 航空器研製... | ||||
| 111 | 使用隨機使... 使用隨機使用者均衡預估定期航運貨櫃流量之研究 (The Estimation of Container Flows in Liner Shipping using Stochastic User Equilibrium) | NTHU NDLTD | 碩 | 1.92 |
國際貨櫃運輸(International container flows)、定期航運(Liner shipping)、戰略性網路模型(Strategic network model)、MSA演算法(Method of successive averages)、隨機均衡(Stochastic equilibrium) 國際貨櫃運... | ||||
| 111 | 以強化學習... 以強化學習法求解定期海運業隨機船席指派問題之研究 (A Reinforcement Learning Approach for the Stochastic Berth Assignment Problem in Liner Shipping) | NTHU NDLTD | 碩 | 1.92 |
強化學習(reinforcement learning)、船席指派問題(stochastic berth assignment)、近端策略優化(proximal policy optimization)、港口管理作業(port operation)、馬可夫決策過程(markov decision process) 強化學習(... | ||||
| 111 | 隨機定期貨... 隨機定期貨櫃航運船隊部署、貨物指派及船期表問題之研究 (The Stochastic Fleet Deployment, Container Assignment and Ship Scheduling Problem in Liner Shipping) | NTHU NDLTD | 碩 | 1.92 |
定期航運(liner shipping)、船隊部署(fleet deployment)、船期表(shipping schedule)、隨機規劃(stochastic planning)、參數化成本函數近似(parametric cost function approximation) 定期航運(... | ||||
| 111 | 貨櫃碼頭調... 貨櫃碼頭調度與出場時間估計之研究 (The Estimation of Retrieval and Relocation Time in Container Yard) | NTHU NDLTD | 碩 | 1.92 |
貨櫃調度問題(Container Scheduling Problem)、貨櫃出場時間預估(Estimated Container Departure Time)、循環神經網路 (Recurrent Neural Network, RNN)(Recurrent Neural Network (RNN))、長短期記憶 (Long Short-Term Memory, LSTM)(Long Short-Term Memory (LSTM)) 貨櫃調度問... | ||||
| 111 | 人員排班與... 人員排班與設備保修派工最佳化之研究 (The Personnel Scheduling and Task Optimization in Equipment Maintenance) | NTHU NDLTD | 碩 | 1.92 |
資源限制(Resource constraints)、任務分配問題(Task assignment problem)、禁忌搜尋法(Tabu Search) 資源限制(... | ||||
| 111 | 利用等候理... 利用等候理論與模擬評估半導體廠AMHS配置之研究 (Evaluation of AMHS Configuration in Semiconductor Factory Based on Queueing Theory and Simulation) | NTHU NDLTD | 碩 | 2.45 |
精實思考(Lean thinking)、等候理論(Queueing theory)、模擬(Simulation)、晶圓暫存區(Wafer Buffer)、生產力提升(Productivity Improvement) 精實思考(... | ||||
| 110 | 整合彈性零... 整合彈性零工式生產排程與人員排班問題之研究 (An Integrated Flexible Job Shop and Personnel Scheduling Problem) | NTHU NDLTD | 碩 | 1.98 |
彈性零工式生產排程問題(flexible job shop scheduling)、人員排班問題(personnel scheduling)、整合排程排班問題(integrated production and personnel scheduling)、切面(cut generation)、基因演算法(genetic algorithm) 彈性零工式... | ||||
| 110 | 以分支定價... 以分支定價法求解生產流程整合排程問題之研究 (A Branch and Price Algorithm for Integrated Process Planning and Scheduling Problem) | NTHU NDLTD | 碩 | 1.98 |
生產流程整合排程問題(integrated process planning and scheduling problem)、列生成法(column generation)、Dantzig-Wolfe分解演算法(Dantzig-Wolfe decomposition)、分支定價法(branch and price)、生產排程(production scheduling) 生產流程整... | ||||
| 110 | 可拆分訂單... 可拆分訂單生產排程問題之研究 (A Study on Parallel Machine Scheduling Problem Considering Job Split) | NTHU NDLTD | 碩 | 1.98 |
生產排程問題(Production scheduling problem)、切割訂單(Job splits)、混整數規劃(Mixed integer programming)、平行機台排程(Parallel machine scheduling)、分支界限演算法(Branch and bound) 生產排程問... | ||||
| 110 | 以拉格朗日... 以拉格朗日鬆弛法求解複合運輸貨櫃裝載問題之研究 (A Lagrangian Relaxation Method for the Intermodal Containers Loading Problem) | NTHU NDLTD | 碩 | 1.98 |
整數規劃問題(integer programming)、拉格朗日鬆弛法(Lagrangian relaxation)、國際貨物運輸(international freight transport)、貨櫃裝載(containers loading)、雙層貨櫃平車(double stack rail well car)、港埠營運管理(port operation) 整數規劃問... | ||||
| 110 | 以梯度下降... 以梯度下降法分析製造業過度服務之研究 (A Study of Over Service in Manufacturing Industry using Gradient Descent Method) | NTHU NDLTD | 碩 | 1.98 |
選擇悖論(The Paradox of Choice)、過度服務(Over-Service)、服務品質(Quality of Service)、梯度下降法(Gradient Descent)、牛頓法(Newton Method)、混合整數二次限制規劃(Mixed Integer Quadratic Restricted Programming) 選擇悖論(... | ||||
| 109 | 基於拉格朗... 基於拉格朗日鬆弛之啟發式演算法求解出租車輛訂單指派問題之研究 (A Lagrangian Relaxation-based Heuristic for the Rental Vehicle-reservation Assignment Problem) | NTHU NDLTD | 碩 | 1.93 |
整數規劃(Transportation)、拉格朗日鬆弛(Lagrangian Relaxation)、次梯度演算法(Subgradient Heuristic)、出租車輛指派問題(Rental Vehicle Assignment Problem)、最短路徑問題(Shortest Path Problem) 整數規劃(... | ||||
| 109 | 考慮隨機需... 考慮隨機需求與停車位不確定之共享電動汽車部署與調度問題 (The Vehicle Deployment and Relocation Problem for Electric Vehicle Sharing Systems Considering Demand and Parking Space Stochasticity) | NTHU NDLTD | 碩 | 1.93 |
電動車共享系統(Electric vehicle sharing system)、車輛部署(Vehicle deployment)、車輛調度(Vehicle relocation)、整數L-shaped方法(Integer L-shaped method)、隨機性(Stochasticity) 電動車共享... | ||||
| 109 | 晶圓檢測優... 晶圓檢測優化問題之實務求解演算法 (Practical Solution Algorithms for the Wafer Inspection Problem) | NTHU NDLTD | 碩 | 1.93 |
晶圓針測(Probe test)、晶圓檢測問題(wafer inspection)、旅人商問題(traveling salesman problem)、集合覆蓋問題(set-covering problem)、分枝界線法(branch-and-bound) 晶圓針測(... | ||||
| 109 | 自動化材料... 自動化材料處理系統指派之研究 (Research on Assignment of Automated Material Handling System) | NTHU NDLTD | 碩 | 1.93 |
自動化材料系統之指派(Assignment of automated material handling systems)、多元商品最小成本流量問題(multi-commodity minimum cost flow problem)、晶圓搬運(wafer handling)、拉格朗日鬆弛法(Lagrangian relaxation method)、容量擴充法(capacity scaling method) 自動化材料... | ||||
| 109 | 混合啟發式... 混合啟發式演算法求解非等效平行機台排程之研究 (A Hybrid Metaheuristic for the Unrelated Parallel Machine Scheduling Problem) | NTHU NDLTD | 碩 | 1.93 |
非等效平行機台排程問題(unrelated parallel machine scheduling)、模擬退火法(simulated annealing)、變鄰域下降法(variable neighborhood descent)、生產排程(metaheuristic)、整數規劃(production scheduling) 非等效平行... | ||||
| 109 | COVID... COVID-19疫情對海運運價的影響 (The Impact of COVID-19 Pandemic on Shipping Freight Rate) | NTHU NDLTD | 碩(提早入學) | 2.41 |
海運運價(Shipping Freight Rate)、經濟變數(Economic Variables)、COVID-19(COVID-19)、格蘭傑因果關係檢定(Granger Causality Test)、誤差修正模型(VECM) 海運運價(... | ||||
| 109 | 精實管理於... 精實管理於空廚產業營運成本管控之應用： 以疫情期間為例 (The application of lean management in operation cost control in airline catering industry during pandemic) | NTHU NDLTD | 碩 | 1.92 |
機上餐點(airline meal)、維修成本(maintenance cost)、精實管理(lean management)、價值溪流圖(Value Stream Mapping (VSM))、調整作業模式(ECRS)、生產排程(adjustment operation mode production scheduling)、人力管理(staff management) 機上餐點(... | ||||
| 109 | 以系統模擬... 以系統模擬探討鈑金加工製造之派工法則 -個案分析 (Dispatching Rules Assessment of High-mix-low-volume Production System Using Simulation Technique: A Case Study) | NTHU NDLTD | 碩 | 1.92 |
零工式生產(Job shop production)、系統模擬(System simulation)、ARENA(ARENA)、派工法則(Dispatching rules) 零工式生產... | ||||
| 109 | 數位廣告預... 數位廣告預算分配優化之研究 (The optimization of digital advertising budget allocation) | NTHU NDLTD | 碩 | 1.92 |
數位廣告(Digital advertising)、預算分配(Budget allocation)、最短路徑(The shortest path)、背包問題(Knapsack problem) 數位廣告(... | ||||
| 108 | 考量車道反... 考量車道反轉之疏散規劃問題 (Evacuation Planning Using Contraflow Reconfiguration) | NTHU NDLTD | 碩(提早入學) | 2.49 |
車道反轉(contraflow)、疏散規劃(lane reversal)、動態網絡流(evacuation planning) 車道反轉(... | ||||
| 108 | 以混合啟發... 以混合啟發式演算法求解考量公平性之人員排班問題研究 (The Crew Scheduling Problem Considering Fairness: A Matheuristic Approach) | NTHU NDLTD | 碩(提早入學) | 1.97 |
人員排班問題(crew scheduling problem)、模擬退火法(simulated annealing)、整數規劃法(integer programming)、公平性(fairness)、混合啟發式演算法(matheuristic)、禁忌搜尋法(tabu search) 人員排班問... | ||||
| 108 | 以混合啟發... 以混合啟發式演算法求解考量公平性及舒適度之非週期性人員輪班問題 (The Non-Cyclic Crew Rostering Problem Considering Fairness and Comfortableness: A Matheuristics Approach) | NTHU NDLTD | 碩(提早入學) | 1.97 |
人員輪班問題(Rostering)、巨集啟發式演算法(Matheuristic)、禁忌搜尋法(Tabu search)、整數規劃方法(Integer programming)、非循環式輪班(Non-cyclic rostering) 人員輪班問... |