高等作業研究
Advanced Operations Research
| 節 | 週四 |
|---|---|
5 13:20–14:10 | 高等作業研究 M301（光復） 3 節連堂 |
6 14:20–15:10 | |
7 15:30–16:20 |
* 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 programming, 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 2024-02-22(四) 時數：[2024-02-22]盧浩鈞(3.00) |
| 第 2 週 | The concept of optimal method Some BIP Applications Some Formulation Examples One-Variable Unconstrained Optimization Prototype Example 2024-02-29(四) 時數：[2024-02-29]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 2024-03-07(四) 時數：[2024-03-07]盧浩鈞(3.00) |
| 第 4 週 | Multi-objective Decision Making – GP Multivariable Constrained Optimization Multi-objective & Multivariable Constrained Optimization 2024-03-14(四) 時數：[2024-03-14]盧浩鈞(3.00) |
| 第 5 週 | Paper1: 03-1-2009 Decision-maker's preferences modelling within the goal-programming model-A New typology [S] Paper2: 03-3-2007 Multi-choice goal programming [S] 2024-03-21(四) 時數：[2024-03-21]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 The Branch-and-Bound Technique and its Application to Binary integer Programming A Branch-and-Bounds Algorithm for the Mixed Integer Programming 2024-03-28(四) 時數：[2024-03-28]盧浩鈞(3.00) |
| 第 7 週 | Holiday 2024-04-04(四) 時數：[2024-04-04]盧浩鈞(3.00) |
| 第 8 週 | Paper study 2 – Multi-objective Decision Making – IGP 2024-04-11(四) 時數：[2024-04-11]盧浩鈞(3.00) |
| 第 9 週 | A Comparative Theoretical and Computational Study on Robust Stochastic Processes Markov Chains 2024-04-18(四) 時數：[2024-04-18]盧浩鈞(3.00) |
| 第 10 週 | Paper study 3 –Robust GP Chapman-Kolmogorov Equations Classification of States of a Markov Chain Long-Run Properties of Markov Chain 2024-04-25(四) 時數：[2024-04-25]盧浩鈞(3.00) |
| 第 11 週 | 專題演講1 2024-05-02(四) 時數：[2024-05-02]盧浩鈞(3.00) |
| 第 12 週 | Paper study 4 – An approximately global optimization method for assortment problems On genetic algorithms for the packing of polygons 2024-05-09(四) 時數：[2024-05-09]盧浩鈞(3.00) |
| 第 13 週 | AN EFFICIENT CONVEXIFICATION METHOD FOR SOLVING GENERALIZED GEOMETRIC PROBLEMS – NPT 2024-05-16(四) 時數：[2024-05-16]盧浩鈞(3.00) |
| 第 14 週 | Convexification methods 2 – NP, ET, PCT Basic Structure of Queueing Models Queueing Models Based on the Birth-and-Death Process Queueing Networks Examples of Real Queueing Systems The Role of the Exponential Distribution 2024-05-23(四) 時數：[2024-05-23]盧浩鈞(3.00) |
| 第 15 週 | 專題演講2 2024-05-30(四) 時數：[2024-05-30]盧浩鈞(3.00) |
| 第 16 週 | Final Report 2024-06-06(四) 時數：[2024-06-06]盧浩鈞(3.00) |
1. Teaching PowerPoint materials 2. Selected papers
- 地點
- M316
- 時間
- Fri. 10:10-12:00
- 聯絡方式
- bach0809@gmail.com