高等作業研究
Advanced Operations Research
| 節 | 週四 |
|---|---|
2 09:00–09:50 | 高等作業研究 M301（光復） 3 節連堂 |
3 10:10–11:00 | |
4 11:10–12:00 |
* 根據陽明交大上課時間表所列
This is the second course that introduces deterministic and probabilistic optimization models such as dynamic programming, integer programm ing, nonlinear programming, Markov chain and queueing theory. This course focuses on modeling approaches, fundamental solution methodologies and their applications to the real world.
1. Basic programming. 2. Operations research
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1.學期作業 (a) Paper representation (b) Final report 2.考試狀況: None 3.評量方法 (a) Paper representation (35%) (b) Final report (50%) (c) Class performance (15%)
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| 週次 | 主題 |
|---|---|
| 第 1 週 | Introduction 2026-02-26(四) 時數：[2026-02-26]盧浩鈞(3.00) |
| 第 2 週 | The concept of optimal method Classical Formulation Examples Unconstrained Optimization 2026-03-05(四) 時數：[2026-03-05]盧浩鈞(3.00) |
| 第 3 週 | LP/ NLP with Lingo/Cplex Code Types of Nonlinear Programming Problems Graphical Illustration of Nonlinear Programming Problems Some Perspectives on Solving Integer Programming Problem The Karush-Kuhn-Tucker (KKT) Conditions for Constrained Optimization 2026-03-12(四) 時數：[2026-03-12]盧浩鈞(3.00) |
| 第 4 週 | Multi-objective Decision Making – GP Multivariable Constrained Optimization Multi-objective & Multivariable Constrained Optimization 2026-03-19(四) 時數：[2026-03-19]盧浩鈞(3.00) |
| 第 5 週 | Paper study 1 – Multi-choice-goal-programming 2026-03-26(四) 時數：[2026-03-26]盧浩鈞(3.00) |
| 第 6 週 | SOS1 & SOS 2 (Improved logarithmic linearizing method for optimization problems with free-sign pure discrete signomial terms) Innovative Uses of Binary Variables in SOS 1 Model Formulation Innovative Uses of Binary Variables in SOS 2 Model Formulation 2026-04-02(四) 時數：[2026-04-02]盧浩鈞(3.00) |
| 第 7 週 | Paper study 2 – Multi-objective Decision Making – IGP 2026-04-09(四) 時數：[2026-04-09]盧浩鈞(3.00) |
| 第 8 週 | Midterm Report 2026-04-16(四) 時數：[2026-04-16]盧浩鈞(3.00) |
| 第 9 週 | Paper study 3 –Robust GP 2026-04-23(四) 時數：[2026-04-23]盧浩鈞(3.00) |
| 第 10 週 | Paper study 4 – The global optimization for cutting stock problem series On genetic algorithms for the packing of polygons 2026-04-30(四) 時數：[2026-04-30]盧浩鈞(3.00) |
| 第 11 週 | 專題演講1 2026-05-07(四) 時數：[2026-05-07]盧浩鈞(3.00) |
| 第 12 週 | Meta-heuristic: PSO, DE, NLP, DTPSO 2026-05-14(四) 時數：[2026-05-14]盧浩鈞(3.00) |
| 第 13 週 | Advanced meta-heuristic: iLSHADE𝜖, 𝜖MAgES IEEE CEC competition on real-world single-objective constrained optimization problems 2026-05-21(四) 時數：[2026-05-21]盧浩鈞(3.00) |
| 第 14 週 | Agent-based modeling and operation with reinforcement machine learning (ABMOML) - Automation for semiconductor manufacturing 2026-05-28(四) 時數：[2026-05-28]盧浩鈞(3.00) |
| 第 15 週 | 專題演講2 2026-06-04(四) 時數：[2026-06-04]盧浩鈞(3.00) |
| 第 16 週 | Final Report 2026-06-11(四) 時數：[2026-06-11]盧浩鈞(3.00) |
1. Teaching PowerPoint materials 2. Selected papers
- 地點
- M316
- 時間
- Wed. 13:10-16:30
- 聯絡方式
- bach0809@gmail.com