| 1. A Review on Optimization’s Important Concepts.mp4 | 48.6 MB | ||
| 1. A Review on Optimization’s Important Concepts.srt | 17.7 KB | ||
| 1. Course Introduction.mp4 | 11.8 MB | ||
| 1. Course Introduction.srt | 4.3 KB | ||
| 1. Introduction to Integer Programming.mp4 | 12.1 MB | ||
| 1. Introduction to Integer Programming.srt | 4.4 KB | ||
| 1. Introduction to LP problems.mp4 | 4.8 MB | ||
| 1. Introduction to LP problems.srt | 2.5 KB | ||
| 1. Introduction to Mixed-Integer Non-Linear Programming.mp4 | 4 MB | ||
| 1. Introduction to Mixed-Integer Non-Linear Programming.srt | 1.5 KB | ||
| 1. Introduction to Non-Linear Programming.mp4 | 5.1 MB | ||
| 1. Introduction to Non-Linear Programming.srt | 2.5 KB | ||
| 1. Review & Reading Suggestions.mp4 | 7.1 MB | ||
| 1. Review & Reading Suggestions.srt | 2.8 KB | ||
| 1. Why Google Colab.mp4 | 3.5 MB | ||
| 1. Why Google Colab.srt | 1.5 KB | ||
| 2. Course Content.mp4 | 9.5 MB | ||
| 2. Course Content.srt | 4 KB | ||
| 2. Example1 Problem Formulation.mp4 | 24.7 MB | ||
| 2. Example1 Problem Formulation.srt | 7.7 KB | ||
| 2. Review on Colab Environment.mp4 | 49.4 MB | ||
| 2. Review on Colab Environment.srt | 11.8 KB | ||
| 3. Example 1 Model Development in Python.mp4 | 103 MB | ||
| 3. Example 1 Model Development in Python.srt | 20.2 KB | ||
| 3. Example1 Model Development in Python.mp4 | 78.5 MB | ||
| 3. Example1 Model Development in Python.srt | 13.6 KB | ||
| 3. Pyomo Installation.html | 614.4 B | ||
| 4. Example2 Problem Formulation.mp4 | 72.1 MB | ||
| 4. Example2 Problem Formulation.srt | 18.7 KB | ||
| 5. Example2 Model Development in Python.mp4 | 320.7 MB | ||
| 5. Example2 Model Development in Python.srt | 51.1 KB | ||
| 5.1 S7P2_Data.xlsx | 8.5 KB | ||
| 6. LP Challenge Problem.mp4 | 64.9 MB | ||
| 6. LP Challenge Problem.srt | 18.7 KB | ||
| 6. MILP Challenge Problem.mp4 | 44.6 MB | ||
| 6. MILP Challenge Problem.srt | 14 KB | ||
| 6. MINLP Challenge Problem.mp4 | 81.8 MB | ||
| 6. MINLP Challenge Problem.srt | 17.8 KB | ||
| 6. NLP Challenge Problem.mp4 | 89.1 MB | ||
| 6. NLP Challenge Problem.srt | 21.2 KB | ||
| 7. LP Challenge Solution in Python.mp4 | 218.2 MB | ||
| 7. LP Challenge Solution in Python.srt | 38.9 KB | ||
| 7. MILP Challenge Solution in Python.mp4 | 215.7 MB | ||
| 7. MILP Challenge Solution in Python.srt | 34.3 KB | ||
| 7. MINLP Challenge Solution.mp4 | 442.5 MB | ||
| 7. MINLP Challenge Solution.srt | 67.1 KB | ||
| 7. NLP Challenge Solution.mp4 | 277.1 MB | ||
| 7. NLP Challenge Solution.srt | 40.7 KB | ||
| 7.1 S5P3_Data.xlsx | 8.5 KB | ||
| 7.1 S7P3_Data.xlsx | 8.5 KB | ||
| 8. List of Solvers.html | 1 KB | ||
| Bonus Resources.txt | 409.6 B | ||
| Get Bonus Downloads Here.url | 204.8 B | ||
| S4-Problem2.ipynb | 6.8 KB | ||
| S4-Problem3.py | 2.3 KB | ||
| S4-problem1.ipynb | 5.6 KB | ||
| S4-problem1.py | 921.6 B | ||
| S4-problem2.py | 1.6 KB | ||
| S4-problem3.ipynb | 8.4 KB | ||
| S5-Problem1.ipynb | 8 KB | ||
| S5-Problem2.ipynb | 7.8 KB | ||
| S5-problem1.py | 1.9 KB | ||
| S5-problem2.py | 1.9 KB | ||
| S5-problem3.ipynb | 6.5 KB | ||
| S5P3_Data.xlsx | 8.5 KB | ||
| S6_Problem1.ipynb | 4 KB | ||
| S6_Problem2.ipynb | 5.4 KB | ||
| S6_Problem3.ipynb | 32.1 KB | ||
| S7P2_Data.xlsx | 8.5 KB | ||
| S7P3_Data.xlsx | 8.5 KB | ||
| S7_Problem1.ipynb | 4.1 KB | ||
| S7_Problem2.ipynb | 7.4 KB | ||
| S7_Problem3.ipynb | 17 KB | ||
| s5-problem3.py | 1.7 KB | ||
| s6_problem1.py | 1.1 KB | ||
| s6_problem2.py | 2 KB | ||
| s6_problem3.py | 28.2 KB | ||
| s7_problem1.py | 1 KB | ||
| s7_problem2.py | 2.9 KB | ||
| s7_problem3.py | 12.5 KB | ||
| ▲ 102 total files | |||
Optimization with Python Complete Pyomo Bootcamp A-Z
https://DevCourseWeb.com
Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: AAC, 48.0 KHz
Language: English | Size: 3.15 GB | Duration: 9h 24m
Learn How to Use CPLEX, IPOPT & COUENNE Solvers to Solve Linear & Non-Linear and Integer Programming Problems in Python
What you'll learn
Basic Concepts and Terms Related to Optimization
How to Formulate a Mathematical Problem
Linear Programming and Coding LP Problems in Python Using Pyomo
Mixed Integer Linear Programming (MILP) and Coding MILP Problems in Python Using Pyomo
Non-Linear Programming (NLP) and Coding NLP Problems in Python Using Pyomo
Mixed Integer Non-Linear Programming (MINLP) and Coding MINLP Problems in Pyhton Using Pyomo
Description
Mathematical Optimization is getting more and more popular in most quantitative disciplines, such as engineering, management, economics, and operations research. Furthermore, Python is one of the most famous programming languages that is getting more attention nowadays. Therefore, we decided to create a course for mastering the development of optimization problems in the Python environment. In this course, you will learn how to deal with various types of mathematical optimization problems as below
| torrent name | size | uploader | age | seed | leech |
|---|---|---|---|---|---|
| 1.3 GB | freecoursewb | 2 weeks | 0 | 0 | |
| 1.4 GB | freecoursewb | 1 month | 4 | 2 | |
|
Udemy - Microsoft Copilot for Azure - Cloud Management and Optimization Posted by
freecoursewb in Other
|
692 MB | freecoursewb | 4 months | 0 | 0 |
| 1004.7 MB | freecoursewb | 4 months | 9 | 2 | |
| 2.1 GB | freecoursewb | 6 months | 16 | 8 |
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