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TORRENT DETAILS
Udemy - Optimization With Python Complete Pyomo Bootcamp A-Z
TORRENT SUMMARY
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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
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Introduction/1. Course Introduction.mp4
11.8 MB
~Get Your Files Here !/1. Introduction/1. Course Introduction.srt
4.3 KB
~Get Your Files Here !/1. Introduction/2. Course Content.mp4
9.5 MB
~Get Your Files Here !/1. Introduction/2. Course Content.srt
4 KB
~Get Your Files Here !/1. Introduction/Resources/Codes/S4-problem1.ipynb
5.6 KB
~Get Your Files Here !/1. Introduction/Resources/Codes/S4-problem1.py
887 B
~Get Your Files Here !/1. Introduction/Resources/Codes/S4-Problem2.ipynb
6.8 KB
~Get Your Files Here !/1. Introduction/Resources/Codes/S4-problem2.py
1.6 KB
~Get Your Files Here !/1. Introduction/Resources/Codes/S4-problem3.ipynb
8.4 KB
~Get Your Files Here !/1. Introduction/Resources/Codes/S4-Problem3.py
2.3 KB
~Get Your Files Here !/1. Introduction/Resources/Codes/S5-Problem1.ipynb
8 KB
~Get Your Files Here !/1. Introduction/Resources/Codes/S5-problem1.py
1.9 KB
~Get Your Files Here !/1. Introduction/Resources/Codes/S5-Problem2.ipynb
7.8 KB
~Get Your Files Here !/1. Introduction/Resources/Codes/S5-problem2.py
1.9 KB
~Get Your Files Here !/1. Introduction/Resources/Codes/S5-problem3.ipynb
6.5 KB
~Get Your Files Here !/1. Introduction/Resources/Codes/s5-problem3.py
1.7 KB
~Get Your Files Here !/1. Introduction/Resources/Codes/S6_Problem1.ipynb
4 KB
~Get Your Files Here !/1. Introduction/Resources/Codes/s6_problem1.py
1.1 KB
~Get Your Files Here !/1. Introduction/Resources/Codes/S6_Problem2.ipynb
5.4 KB
~Get Your Files Here !/1. Introduction/Resources/Codes/s6_problem2.py
2 KB
~Get Your Files Here !/1. Introduction/Resources/Codes/S6_Problem3.ipynb
32.1 KB
~Get Your Files Here !/1. Introduction/Resources/Codes/s6_problem3.py
28.2 KB
~Get Your Files Here !/1. Introduction/Resources/Codes/S7_Problem1.ipynb
4.1 KB
~Get Your Files Here !/1. Introduction/Resources/Codes/s7_problem1.py
997 B
~Get Your Files Here !/1. Introduction/Resources/Codes/S7_Problem2.ipynb
7.4 KB
~Get Your Files Here !/1. Introduction/Resources/Codes/s7_problem2.py
2.9 KB
~Get Your Files Here !/1. Introduction/Resources/Codes/S7_Problem3.ipynb
17 KB
~Get Your Files Here !/1. Introduction/Resources/Codes/s7_problem3.py
12.5 KB
~Get Your Files Here !/1. Introduction/Resources/Data/S5P3_Data.xlsx
8.5 KB
~Get Your Files Here !/1. Introduction/Resources/Data/S7P2_Data.xlsx
8.5 KB
~Get Your Files Here !/1. Introduction/Resources/Data/S7P3_Data.xlsx
8.5 KB
~Get Your Files Here !/2. Introduction to Mathematical Optimization/1. A Review on Optimization’s Important Concepts.mp4
48.6 MB
~Get Your Files Here !/2. Introduction to Mathematical Optimization/1. A Review on Optimization’s Important Concepts.srt
17.7 KB
~Get Your Files Here !/3. Python Installation/1. Why Google Colab.mp4
3.5 MB
~Get Your Files Here !/3. Python Installation/1. Why Google Colab.srt
1.5 KB
~Get Your Files Here !/3. Python Installation/2. Review on Colab Environment.mp4
49.4 MB
~Get Your Files Here !/3. Python Installation/2. Review on Colab Environment.srt
11.8 KB
~Get Your Files Here !/3. Python Installation/3. Pyomo Installation.html
576 B
~Get Your Files Here !/4. Linear Programming (LP)/1. Introduction to LP problems.mp4
4.8 MB
~Get Your Files Here !/4. Linear Programming (LP)/1. Introduction to LP problems.srt
2.5 KB
~Get Your Files Here !/4. Linear Programming (LP)/2. Example1 Problem Formulation.mp4
37.6 MB
~Get Your Files Here !/4. Linear Programming (LP)/2. Example1 Problem Formulation.srt
8.6 KB
~Get Your Files Here !/4. Linear Programming (LP)/3. Example 1 Model Development in Python.mp4
103 MB
~Get Your Files Here !/4. Linear Programming (LP)/3. Example 1 Model Development in Python.srt
20.2 KB
~Get Your Files Here !/4. Linear Programming (LP)/4. Example2 Problem Formulation.mp4
47 MB
~Get Your Files Here !/4. Linear Programming (LP)/4. Example2 Problem Formulation.srt
15.6 KB
~Get Your Files Here !/4. Linear Programming (LP)/5. Example2 Model Development in Python.mp4
179.6 MB
~Get Your Files Here !/4. Linear Programming (LP)/5. Example2 Model Development in Python.srt
28.1 KB
~Get Your Files Here !/4. Linear Programming (LP)/6. LP Challenge Problem.mp4
64.9 MB
~Get Your Files Here !/4. Linear Programming (LP)/6. LP Challenge Problem.srt
18.7 KB
~Get Your Files Here !/4. Linear Programming (LP)/7. LP Challenge Solution in Python.mp4
218.2 MB
~Get Your Files Here !/4. Linear Programming (LP)/7. LP Challenge Solution in Python.srt
38.9 KB
~Get Your Files Here !/4. Linear Programming (LP)/8. List of Solvers.html
1 KB
~Get Your Files Here !/5. Mixed-Integer Linear Programming (MILP)/1. Introduction to Integer Programming.mp4
12.1 MB
~Get Your Files Here !/5. Mixed-Integer Linear Programming (MILP)/1. Introduction to Integer Programming.srt
4.4 KB
~Get Your Files Here !/5. Mixed-Integer Linear Programming (MILP)/2. Example1 Problem Formulation.mp4
58.4 MB
~Get Your Files Here !/5. Mixed-Integer Linear Programming (MILP)/2. Example1 Problem Formulation.srt
20.8 KB
~Get Your Files Here !/5. Mixed-Integer Linear Programming (MILP)/3. Example1 Model Development in Python.mp4
175.4 MB
~Get Your Files Here !/5. Mixed-Integer Linear Programming (MILP)/3. Example1 Model Development in Python.srt
28.6 KB
~Get Your Files Here !/5. Mixed-Integer Linear Programming (MILP)/4. Example2 Problem Formulation.mp4
43.5 MB
~Get Your Files Here !/5. Mixed-Integer Linear Programming (MILP)/4. Example2 Problem Formulation.srt
12.8 KB
~Get Your Files Here !/5. Mixed-Integer Linear Programming (MILP)/5. Example2 Model Development in Python.mp4
225.2 MB
~Get Your Files Here !/5. Mixed-Integer Linear Programming (MILP)/5. Example2 Model Development in Python.srt
36 KB
~Get Your Files Here !/5. Mixed-Integer Linear Programming (MILP)/6. MILP Challenge Problem.mp4
44.6 MB
~Get Your Files Here !/5. Mixed-Integer Linear Programming (MILP)/6. MILP Challenge Problem.srt
14 KB
~Get Your Files Here !/5. Mixed-Integer Linear Programming (MILP)/7. MILP Challenge Solution in Python.mp4
215.7 MB
~Get Your Files Here !/5. Mixed-Integer Linear Programming (MILP)/7. MILP Challenge Solution in Python.srt
34.3 KB
~Get Your Files Here !/5. Mixed-Integer Linear Programming (MILP)/7.1 S5P3_Data.xlsx
8.5 KB
~Get Your Files Here !/6. Non-Linear Programming (NLP)/1. Introduction to Non-Linear Programming.mp4
5.1 MB
~Get Your Files Here !/6. Non-Linear Programming (NLP)/1. Introduction to Non-Linear Programming.srt
2.5 KB
~Get Your Files Here !/6. Non-Linear Programming (NLP)/2. Example1 Problem Formulation.mp4
21.7 MB
~Get Your Files Here !/6. Non-Linear Programming (NLP)/2. Example1 Problem Formulation.srt
8.2 KB
~Get Your Files Here !/6. Non-Linear Programming (NLP)/3. Example1 Model Development in Python.mp4
71.3 MB
~Get Your Files Here !/6. Non-Linear Programming (NLP)/3. Example1 Model Development in Python.srt
11.8 KB
~Get Your Files Here !/6. Non-Linear Programming (NLP)/4. Example2 Problem Formulation.mp4
36.8 MB
~Get Your Files Here !/6. Non-Linear Programming (NLP)/4. Example2 Problem Formulation.srt
12.4 KB
~Get Your Files Here !/6. Non-Linear Programming (NLP)/5. Example2 Model Development in Python.mp4
141.4 MB
~Get Your Files Here !/6. Non-Linear Programming (NLP)/5. Example2 Model Development in Python.srt
20.1 KB
~Get Your Files Here !/6. Non-Linear Programming (NLP)/6. NLP Challenge Problem.mp4
89.1 MB
~Get Your Files Here !/6. Non-Linear Programming (NLP)/6. NLP Challenge Problem.srt
21.2 KB
~Get Your Files Here !/6. Non-Linear Programming (NLP)/7. NLP Challenge Solution.mp4
277.1 MB
~Get Your Files Here !/6. Non-Linear Programming (NLP)/7. NLP Challenge Solution.srt
40.7 KB
~Get Your Files Here !/7. Mixed-Integer Nonlinear Programming (MINLP)/1. Introduction to Mixed-Integer Non-Linear Programming.mp4
4 MB
~Get Your Files Here !/7. Mixed-Integer Nonlinear Programming (MINLP)/1. Introduction to Mixed-Integer Non-Linear Programming.srt
1.5 KB
~Get Your Files Here !/7. Mixed-Integer Nonlinear Programming (MINLP)/2. Example1 Problem Formulation.mp4
24.7 MB
~Get Your Files Here !/7. Mixed-Integer Nonlinear Programming (MINLP)/2. Example1 Problem Formulation.srt
7.7 KB
~Get Your Files Here !/7. Mixed-Integer Nonlinear Programming (MINLP)/3. Example1 Model Development in Python.mp4
78.5 MB
~Get Your Files Here !/7. Mixed-Integer Nonlinear Programming (MINLP)/3. Example1 Model Development in Python.srt
13.6 KB
~Get Your Files Here !/7. Mixed-Integer Nonlinear Programming (MINLP)/4. Example2 Problem Formulation.mp4
72.1 MB
~Get Your Files Here !/7. Mixed-Integer Nonlinear Programming (MINLP)/4. Example2 Problem Formulation.srt
18.7 KB
~Get Your Files Here !/7. Mixed-Integer Nonlinear Programming (MINLP)/5. Example2 Model Development in Python.mp4
320.7 MB
~Get Your Files Here !/7. Mixed-Integer Nonlinear Programming (MINLP)/5. Example2 Model Development in Python.srt
51.1 KB
~Get Your Files Here !/7. Mixed-Integer Nonlinear Programming (MINLP)/5.1 S7P2_Data.xlsx
8.5 KB
~Get Your Files Here !/7. Mixed-Integer Nonlinear Programming (MINLP)/6. MINLP Challenge Problem.mp4
81.8 MB
~Get Your Files Here !/7. Mixed-Integer Nonlinear Programming (MINLP)/6. MINLP Challenge Problem.srt
17.8 KB
~Get Your Files Here !/7. Mixed-Integer Nonlinear Programming (MINLP)/7. MINLP Challenge Solution.mp4
442.5 MB
~Get Your Files Here !/7. Mixed-Integer Nonlinear Programming (MINLP)/7. MINLP Challenge Solution.srt
67.1 KB
~Get Your Files Here !/7. Mixed-Integer Nonlinear Programming (MINLP)/7.1 S7P3_Data.xlsx
