Intelligent-Manufacturing-Systems
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PO-LAB
NCKU 成功大學-Intelligent Manufacturing Systems & Data Science in Manufacturing 智慧型製造系統 & 製造數據科學
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Intelligent Manufacturing Systems
Overview
This page includes simple metaheuristic algorithm programming tutorials using MATLAB for Intelligent Manufacturing Systems in NCKU.
Instructor is Chia-Yen Lee, Ph.D..
Teaching Assistant
| Year | TA | |
|---|---|---|
| 2017 Fall | Chin-Yi Tseng | [email protected] |
￡Metaheuristic Algorithm Programming Tutorials (MATLAB)
| Previous Update | Article |
|---|---|
| 2017-09-18 | 製造數據科學 Data Science in Manufacturing |
| 2017-09-18 | Tabu Algorithm |
| 2017-09-18 | Simulated Annealing Algorithm |
| 2017-09-18 | Genetic Algorithm |
| 2017-10-01 | Genetic Algorithm: Job Shop Scheduling Problem |
| 2017-11-08 | Taguchi Method for Parameter Design in Genetic Algorithm 1 (by 李碩軒) |
| 2017-11-09 | Taguchi Method for Parameter Design in Genetic Algorithm 2 (by 李碩軒) |
| 2018-08-26 | GA for JSP and NSGAII |
| 2018-08-26 | Reinforcement Learning for Flow-shop Scheduling |
| 2018-08-26 | Cast Study: 半導體製造資料分析 Semiconductor Manufacturing |
| 2018-08-26 | Case Study:缺陷鋼板分類資料分析 Faulty Steel Plates Classification |
| 2018-12-1 | Solving Mathematical Model for job shop scheduling problem in Python with PuLp |
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