Summary of EN413104 :: COMPUTER APPLICATION IN INDUSTRY

EN413104 :: COMPUTER APPLICATION IN INDUSTRY

EN413104 การประยุกต์คอมพิวเตอร์ในงานอุตสาหกรรม COMPUTER APPLICATION IN INDUSTRY วิศวกรรมอุตสาหการ/วิศวกรรมโลจิสติกส์

Teacher: ผศ.กฤษณรัช นิติสิริ

Skill Level: Beginner

General

Midterm Quiz 2566/1

แบบประเมินก่อนเรียน / หลังเรียน

Class document

Lingo v.19.00 Download

lingo v19 license IEKKU

Main document

Class 1 : Introduction

Class 2 Optimization problem with Excel Solver

Class 2 1 Solver

Class 2 2 Solver

Class 3: Solving LP with Lingo

Class 3: Solving LP with Lingo (pdf)

Mathematical Formulation (PDF)

Mathematical Formulation (docx)

Class 3: Lingo File Example : Linear Programming (Generalized)

Class 3: Lingo File Example : Linear Programming

Class 3: Lingo File Example : Shortest Path

Class 3: Lingo File Example : MaxFlow

Class 4: Data Processing (pdf)

Class 4: Example Excel Data

Class 4: Data Processing Excel file (xlsx)

Class 5 Graph Theory

Class 5 Graph Theory

Network P1 CSV File

Example: 5/9/2023

Class 5 Graph Theory Colab Link

Class 6 Multi Criteria Decision Making (MCDM)

Colab TOPSIS Example

Class 7: Clustering Method Presentation

Class 7 Clustering

Class 7: K-mean Clustering Excel File

Class 7 kmean Clustering VBA

Colab: Density-based clustering

Colab 2/2/2024

Activity 2 dataset

Activity 3 dataset

Class 8 VBA

Class 8: VBA Excel file

Class 9 Regression

Class 9 Regression Excel file

Colab Multiple Linear Regression

Wine data

Wine Data (Google Sheet)

Logistics Regression Data (Google Sheet)

Class assignment

Assignment 1 Solution

ส่งงาน : Assignment 3 (Lingo)

ส่งงาน : Assignment 5 (AS/RS system)

AS/RS Solution Example

Class Quiz

Quiz : Optimization problem with Solver (1)

Quiz : Shortest Path Alogithm

Quiz : Minimum Cost Flow with demand

Quiz : Clustering

Quiz

Class presentation files

Excel File

Quiz 2564/2

Final Examination (18/4/2022)

Quiz

Class video 2564/1

Class video 2564/2

EN413104 :: COMPUTER APPLICATION IN INDUSTRY