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TORRENT DETAILS
Udemy - Learning Optimization With Pyomo
TORRENT SUMMARY
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Mastering Mathematical Modeling and Problem-Solving for Real-World Optimization Challenges
What you'll learn
Students will be able to identify optimization problems, formulate mathematical models, and implement them using Pyomo
Students will formulate and solve a wide range of optimization problems, including linear programming, mixed-integer linear programming, quadratic programming
Students will analyze and interpret optimization outcomes, make informed decisions, and effectively communicate findings to stakeholders
students will have a solid understanding of optimization theory, practical experience in using Pyomo for modeling, and the ability to solve optimization problem
Requirements
Basic knowledge of python
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Introduction/1. Introduction.mp4
23 MB
~Get Your Files Here !/2. What is Optimization/1. Introduction To Optimization.mp4
17.4 MB
~Get Your Files Here !/2. What is Optimization/2. Basics of Optimization.mp4
13.2 MB
~Get Your Files Here !/3. Introduction to Programming Concepts of Python/1. Basics of Python.mp4
10.6 MB
~Get Your Files Here !/3. Introduction to Programming Concepts of Python/1.1 hello.py
129 B
~Get Your Files Here !/3. Introduction to Programming Concepts of Python/2. Control Structures in Python.mp4
13.3 MB
~Get Your Files Here !/3. Introduction to Programming Concepts of Python/3. Lists in Python.mp4
12.9 MB
~Get Your Files Here !/3. Introduction to Programming Concepts of Python/4. Dictionaries in Python.mp4
10 MB
~Get Your Files Here !/3. Introduction to Programming Concepts of Python/5. Functions In Python.mp4
9 MB
~Get Your Files Here !/3. Introduction to Programming Concepts of Python/5.1 gcd.py
10.2 KB
~Get Your Files Here !/4. Installation/1. Installation of Python and Frameworks.mp4
18.7 MB
~Get Your Files Here !/4. Installation/2. Installing Solvers.mp4
47.9 MB
~Get Your Files Here !/4. Installation/2.1 cbc.exe
36.9 MB
~Get Your Files Here !/5. Learning Programming in Pyomo/1. What is Pyomo.mp4
6 MB
~Get Your Files Here !/5. Learning Programming in Pyomo/10. Example Warehouse Location Problem - Theory and Concrete Formulation.mp4
73.3 MB
~Get Your Files Here !/5. Learning Programming in Pyomo/10.1 wh_location_concrete.py
1.6 KB
~Get Your Files Here !/5. Learning Programming in Pyomo/11. Example Warehouse Location Problem - Abstract.mp4
61.5 MB
~Get Your Files Here !/5. Learning Programming in Pyomo/11.1 wh_location_abstract.py
1.3 KB
~Get Your Files Here !/5. Learning Programming in Pyomo/11.2 wl_data.dat
10.4 KB
~Get Your Files Here !/5. Learning Programming in Pyomo/2. Introduction to Programming in Pyomo.mp4
28.1 MB
~Get Your Files Here !/5. Learning Programming in Pyomo/3. Frameworks in Pyomo and Linear Programming.mp4
26.8 MB
~Get Your Files Here !/5. Learning Programming in Pyomo/3.1 example_linear_milp_non_linear.py
1.5 KB
~Get Your Files Here !/5. Learning Programming in Pyomo/4. Mixed Integer Linear Programming.mp4
14.1 MB
~Get Your Files Here !/5. Learning Programming in Pyomo/5. Non Linear Programming.mp4
13.3 MB
~Get Your Files Here !/5. Learning Programming in Pyomo/6. Concrete Vs Abstract Modelling in Pyomo.mp4
13.1 MB
~Get Your Files Here !/5. Learning Programming in Pyomo/7. Knapsack Theory Example.mp4
8.5 MB
~Get Your Files Here !/5. Learning Programming in Pyomo/8. Knapsack Concrete example.mp4
43.2 MB
~Get Your Files Here !/5. Learning Programming in Pyomo/8.1 knapsack_concrete.py
853 B
~Get Your Files Here !/5. Learning Programming in Pyomo/9. Knapsack Abstract Example.mp4
45.2 MB
~Get Your Files Here !/5. Learning Programming in Pyomo/9.1 knapsack_abstract.py
1.1 KB
~Get Your Files Here !/5. Learning Programming in Pyomo/9.2 knapsack.dat
135 B
~Get Your Files Here !/6. Example Problems in Solving Business problems in different domains/1. Airline Hub Location Theory.mp4
19.3 MB
~Get Your Files Here !/6. Example Problems in Solving Business problems in different domains/10. Planning an early retirement scheme Pyomo Implementation.mp4
187.2 MB
~Get Your Files Here !/6. Example Problems in Solving Business problems in different domains/10.1 early_retirement_scheme.dat
282 B
~Get Your Files Here !/6. Example Problems in Solving Business problems in different domains/10.2 early_retirement_scheme.py
2.5 KB
~Get Your Files Here !/6. Example Problems in Solving Business problems in different domains/11. Gritting of Roads Theory.mp4
16.5 MB
~Get Your Files Here !/6. Example Problems in Solving Business problems in different domains/12. Gritting Roads Pyomo Implementation.mp4
76.2 MB
~Get Your Files Here !/6. Example Problems in Solving Business problems in different domains/12.1 grit_road.dat
10.5 KB
~Get Your Files Here !/6. Example Problems in Solving Business problems in different domains/12.2 grit_road.py
1.3 KB
~Get Your Files Here !/6. Example Problems in Solving Business problems in different domains/13. Job Shop Scheduling Theory.mp4
56 MB
~Get Your Files Here !/6. Example Problems in Solving Business problems in different domains/14. Job Shop Scheduling Pyomo Implementation.mp4
114.2 MB
~Get Your Files Here !/6. Example Problems in Solving Business problems in different domains/14.1 job_shop_scheduling.dat
224 B
~Get Your Files Here !/6. Example Problems in Solving Business problems in different domains/14.2 job_shop_scheduling.py
1.7 KB
~Get Your Files Here !/6. Example Problems in Solving Business problems in different domains/15. Water Supply Management Theory.mp4
20.4 MB
~Get Your Files Here !/6. Example Problems in Solving Business problems in different domains/16. Water Supply Management Pyomo Implementation.mp4
62.2 MB
~Get Your Files Here !/6. Example Problems in Solving Business problems in different domains/16.1 water_supply_management.dat
387 B
~Get Your Files Here !/6. Example Problems in Solving Business problems in different domains/16.2 water_supply_management.py
11.5 KB
~Get Your Files Here !/6. Example Problems in Solving Business problems in different domains/17. Assignment of Batches to Machines Theory.mp4
60.7 MB
~Get Your Files Here !/6. Example Problems in Solving Business problems in different domains/17.1 excel_model.xlsx
15 KB
~Get Your Files Here !/6. Example Problems in Solving Business problems in different domains/18. Assignment of Batches to Machines Pyomo Implementation.mp4
77.3 MB
~Get Your Files Here !/6. Example Problems in Solving Business problems in different domains/18.1 batch_to_machine_assignment.dat
959 B
~Get Your Files Here !/6. Example Problems in Solving Business problems in different domains/18.2 batch_to_machine_assignment.py
1.4 KB
~Get Your Files Here !/6. Example Problems in Solving Business problems in different domains/2. Airline Hub Location Pyomo Implementation.mp4
117.9 MB
~Get Your Files Here !/6. Example Problems in Solving Business problems in different domains/2.1 airline_hub_location.dat
691 B
~Get Your Files Here !/6. Example Problems in Solving Business problems in different domains/2.2 airline_hub_location.py
2.4 KB
~Get Your Files Here !/6. Example Problems in Solving Business problems in different domains/3. Animal Food Production Theory.mp4
53.4 MB
~Get Your Files Here !/6. Example Problems in Solving Business problems in different domains/4. Animal Food Production Pyomo Implementation.mp4
175.6 MB
~Get Your Files Here !/6. Example Problems in Solving Business problems in different domains/5. Assembly Line Balancing Theory.mp4
21.6 MB
~Get Your Files Here !/6. Example Problems in Solving Business problems in different domains/6. Assembly Line Balancing Pyomo Implementation.mp4
85.8 MB
~Get Your Files Here !/6. Example Problems in Solving Business problems in different domains/6.1 assembly_line_balancing.dat
262 B
~Get Your Files Here !/6. Example Problems in Solving Business problems in different domains/6.2 assembly_line_balancing.py
1.5 KB
~Get Your Files Here !/6. Example Problems in Solving Business problems in different domains/7. Cutting Sheet Metal Theory.mp4
30.6 MB
~Get Your Files Here !/6. Example Problems in Solving Business problems in different domains/8. Cutting Sheet Metal Pyomo Implementation.mp4
71 MB
~Get Your Files Here !/6. Example Problems in Solving Business problems in different domains/8.1 cutting_sheet_metal.dat
793 B
~Get Your Files Here !/6. Example Problems in Solving Business problems in different domains/8.2 cutting_sheet_metal.py
1.4 KB
~Get Your Files Here !/6. Example Problems in Solving Business problems in different domains/9. Planning an early retirement scheme Theory.mp4
60.2 MB
~Get Your Files Here !/7. Conclusion and Next Steps/1. Conclusion and Next Steps.mp4
