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[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/1. Introduction/1. Introduction.mp4	13.48 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/1. Introduction/1. Introduction.srt	3.52 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/1. Introduction/1.1 Material.pdf	893.54 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/1. Introduction/2. What is optimization.mp4	23.25 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/1. Introduction/2. What is optimization.srt	5.96 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/1. Introduction/2.1 Material.pdf	893.54 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/10. More exercises and modeling/1. Introduction.mp4	1.01 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/10. More exercises and modeling/1. Introduction.srt	816.00 B
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/10. More exercises and modeling/2. Garden problem.mp4	37.99 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/10. More exercises and modeling/2. Garden problem.srt	4.37 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/10. More exercises and modeling/2.1 ex_area.py	562.00 B
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/10. More exercises and modeling/3. Route problem.mp4	148.38 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/10. More exercises and modeling/3. Route problem.srt	15.00 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/10. More exercises and modeling/3.1 rotas_input.xlsx	9.50 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/10. More exercises and modeling/3.2 ex_rota.py	1.49 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/10. More exercises and modeling/4. Revenue problem.mp4	51.51 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/10. More exercises and modeling/4. Revenue problem.srt	3.52 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/10. More exercises and modeling/4.1 ex_receita.py	582.00 B
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/10. More exercises and modeling/5. Optimal power flow problem.mp4	127.59 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/10. More exercises and modeling/5. Optimal power flow problem.srt	10.13 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/10. More exercises and modeling/5.1 ex_opflinear.py	1.90 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/11. Conclusion/1. Congratulation.mp4	1.40 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/11. Conclusion/1. Congratulation.srt	775.00 B
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/2. Installing Python/1. Installing Python.mp4	13.90 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/2. Installing Python/1. Installing Python.srt	3.05 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/2. Installing Python/2. Packages.mp4	3.47 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/2. Installing Python/2. Packages.srt	1.45 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/2. Installing Python/3. IDE Spyder.mp4	13.80 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/2. Installing Python/3. IDE Spyder.srt	2.56 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/2. Installing Python/4. Jupyter NotebookLab.mp4	9.27 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/2. Installing Python/4. Jupyter NotebookLab.srt	2.88 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/2. Installing Python/5. Exercises.html	169.00 B
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/3. Starting with Python/1. Lists, Tuples, and Dictionary.mp4	49.19 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/3. Starting with Python/1. Lists, Tuples, and Dictionary.srt	9.28 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/3. Starting with Python/2. If, For, While.mp4	54.71 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/3. Starting with Python/2. If, For, While.srt	10.77 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/3. Starting with Python/3. Functions.mp4	24.98 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/3. Starting with Python/3. Functions.srt	4.82 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/3. Starting with Python/3.1 code.py	106.00 B
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/3. Starting with Python/3.2 myFile.py	99.00 B
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/3. Starting with Python/4. Numpy.mp4	34.65 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/3. Starting with Python/4. Numpy.srt	7.41 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/3. Starting with Python/4.1 code.py	184.00 B
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/3. Starting with Python/5. Pandas.mp4	36.58 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/3. Starting with Python/5. Pandas.srt	9.87 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/3. Starting with Python/5.1 code.py	339.00 B
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/3. Starting with Python/6. Pandas reading Excel.mp4	45.72 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/3. Starting with Python/6. Pandas reading Excel.srt	7.98 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/3. Starting with Python/6.1 data.xlsx	10.61 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/3. Starting with Python/6.2 pandas_excel.py	334.00 B
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/3. Starting with Python/6.3 output.xlsx	4.89 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/3. Starting with Python/7. Graphs.mp4	19.99 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/3. Starting with Python/7. Graphs.srt	4.03 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/3. Starting with Python/7.1 code.py	136.00 B
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/3. Starting with Python/8. Exercises.html	169.00 B
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/4. Linear Programming (LP)/1. LP Introduction.mp4	6.26 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/4. Linear Programming (LP)/1. LP Introduction.srt	3.37 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/4. Linear Programming (LP)/2. Framework and Solvers.mp4	6.00 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/4. Linear Programming (LP)/2. Framework and Solvers.srt	2.51 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/4. Linear Programming (LP)/3. LP Ortools.mp4	36.24 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/4. Linear Programming (LP)/3. LP Ortools.srt	7.65 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/4. Linear Programming (LP)/3.1 ortools_ex.py	405.00 B
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/4. Linear Programming (LP)/4. LP SCIP.mp4	44.38 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/4. Linear Programming (LP)/4. LP SCIP.srt	6.53 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/4. Linear Programming (LP)/4.1 scip_ex.py	340.00 B
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/4. Linear Programming (LP)/5. LP Gurobi, CPLEX, and GLPK.mp4	77.24 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/4. Linear Programming (LP)/5. LP Gurobi, CPLEX, and GLPK.srt	10.79 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/4. Linear Programming (LP)/6. LP Pyomo.mp4	50.11 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/4. Linear Programming (LP)/6. LP Pyomo.srt	8.28 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/4. Linear Programming (LP)/6.1 pyomo_ex.py	653.00 B
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/4. Linear Programming (LP)/7. LP PuLP.mp4	23.56 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/4. Linear Programming (LP)/7. LP PuLP.srt	4.85 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/4. Linear Programming (LP)/7.1 pulp_ex.py	318.00 B
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/4. Linear Programming (LP)/8. Which solver and frameworks should we choose.mp4	7.71 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/4. Linear Programming (LP)/8. Which solver and frameworks should we choose.srt	2.23 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/4. Linear Programming (LP)/9. LP Exercise, solve it by yourself.mp4	70.35 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/4. Linear Programming (LP)/9.1 exercise.py	742.00 B
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/5. Working with Pyomo/1. Pyomo Using other solvers (CBC).mp4	36.31 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/5. Working with Pyomo/1. Pyomo Using other solvers (CBC).srt	3.68 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/5. Working with Pyomo/2. Pyomo Summations.mp4	198.18 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/5. Working with Pyomo/2. Pyomo Summations.srt	26.78 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/5. Working with Pyomo/2.1 inputs.xlsx	9.40 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/5. Working with Pyomo/2.2 pyomo_array_sum.py	947.00 B
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/5. Working with Pyomo/3. Pyomo Pprint.mp4	19.54 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/5. Working with Pyomo/3. Pyomo Pprint.srt	2.35 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/5. Working with Pyomo/4. Pyomo Manual.html	59.00 B
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/5. Working with Pyomo/4.1 Pyomo - Optimization Modeling in Python (2017, Springer).pdf	1.76 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/5. Working with Pyomo/4.2 pyomo_manual3.pdf	1.57 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/5. Working with Pyomo/4.3 pyomo_manual.pdf	253.96 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/5. Working with Pyomo/4.4 pyomo_manual2.pdf	10.21 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/6. Mixed-Integer Linear Programming (MILP)/1. MILP Introduction.mp4	5.73 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/6. Mixed-Integer Linear Programming (MILP)/1. MILP Introduction.srt	2.23 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/6. Mixed-Integer Linear Programming (MILP)/2. MILP Pyomo.mp4	22.60 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/6. Mixed-Integer Linear Programming (MILP)/2. MILP Pyomo.srt	3.74 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/6. Mixed-Integer Linear Programming (MILP)/2.1 pyomo_ex.py	672.00 B
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/6. Mixed-Integer Linear Programming (MILP)/3. MILP Ortools.mp4	7.27 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/6. Mixed-Integer Linear Programming (MILP)/3. MILP Ortools.srt	1.69 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/6. Mixed-Integer Linear Programming (MILP)/3.1 ortools_ex.py	406.00 B
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/6. Mixed-Integer Linear Programming (MILP)/4. MILP SCIP.mp4	8.79 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/6. Mixed-Integer Linear Programming (MILP)/4. MILP SCIP.srt	1.92 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/6. Mixed-Integer Linear Programming (MILP)/4.1 scip_ex.py	335.00 B
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/6. Mixed-Integer Linear Programming (MILP)/5. MILP Exercise, solve it by yourself.mp4	143.91 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/6. Mixed-Integer Linear Programming (MILP)/6. MILP Exercise solution.mp4	64.84 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/6. Mixed-Integer Linear Programming (MILP)/6. MILP Exercise solution.srt	8.26 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/6. Mixed-Integer Linear Programming (MILP)/6.1 exercise.py	964.00 B
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/7. Nonlinear Programming (NLP)/1. NLP Introduction.mp4	2.78 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/7. Nonlinear Programming (NLP)/1. NLP Introduction.srt	1.32 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/7. Nonlinear Programming (NLP)/2. NLP Pyomo (IPOPT).mp4	25.79 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/7. Nonlinear Programming (NLP)/2. NLP Pyomo (IPOPT).srt	3.00 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/7. Nonlinear Programming (NLP)/2.1 Ipopt-3.11.1-win64-intel13.1.zip	9.89 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/7. Nonlinear Programming (NLP)/2.2 pyomo_ex.py	698.00 B
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/7. Nonlinear Programming (NLP)/3. NLP SCIP.mp4	11.63 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/7. Nonlinear Programming (NLP)/3. NLP SCIP.srt	1.91 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/7. Nonlinear Programming (NLP)/3.1 scip_ex.py	366.00 B
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/7. Nonlinear Programming (NLP)/4. NLP Exercise, solve it by yourself.mp4	94.87 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/7. Nonlinear Programming (NLP)/5. NLP Exercise Solution.mp4	31.50 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/7. Nonlinear Programming (NLP)/5. NLP Exercise Solution.srt	4.77 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/7. Nonlinear Programming (NLP)/5.1 exercise_cos.py	511.00 B
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/8. Mixed-Integer Nonlinear Programming (MINLP)/1. MINLP Introduction.mp4	2.56 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/8. Mixed-Integer Nonlinear Programming (MINLP)/1. MINLP Introduction.srt	1.20 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/8. Mixed-Integer Nonlinear Programming (MINLP)/2. MINLP Pyomo (Couenne).mp4	23.84 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/8. Mixed-Integer Nonlinear Programming (MINLP)/2. MINLP Pyomo (Couenne).srt	3.21 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/8. Mixed-Integer Nonlinear Programming (MINLP)/2.1 pyomo_ex.py	721.00 B
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/8. Mixed-Integer Nonlinear Programming (MINLP)/3. MINLP Pyomo (decomposition using mindtpy).mp4	19.14 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/8. Mixed-Integer Nonlinear Programming (MINLP)/3. MINLP Pyomo (decomposition using mindtpy).srt	2.81 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/8. Mixed-Integer Nonlinear Programming (MINLP)/3.1 pyomo_mindtpy_ex.py	718.00 B
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/8. Mixed-Integer Nonlinear Programming (MINLP)/4. MINLP SCIP.mp4	7.75 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/8. Mixed-Integer Nonlinear Programming (MINLP)/4. MINLP SCIP.srt	1.26 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/8. Mixed-Integer Nonlinear Programming (MINLP)/4.1 scip_ex.py	385.00 B
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/8. Mixed-Integer Nonlinear Programming (MINLP)/5. MINLP Genetic Algorithm.mp4	37.01 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/8. Mixed-Integer Nonlinear Programming (MINLP)/5. MINLP Genetic Algorithm.srt	6.51 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/8. Mixed-Integer Nonlinear Programming (MINLP)/5.1 alg_gen.py	878.00 B
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/8. Mixed-Integer Nonlinear Programming (MINLP)/6. MINLP Particle Swarm (PSO).mp4	23.47 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/8. Mixed-Integer Nonlinear Programming (MINLP)/6. MINLP Particle Swarm (PSO).srt	3.55 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/8. Mixed-Integer Nonlinear Programming (MINLP)/6.1 psopy_ex.py	437.00 B
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/9. Constraint Programming (CP)/1. CP Ortools.mp4	50.76 MB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/9. Constraint Programming (CP)/1. CP Ortools.srt	4.57 kB
[TutsNode.com] - Optimization with Python all you need for LP-MILP-NLP-MINLP/9. Constraint Programming (CP)/1.1 ortools_ex.py	1.19 kB

Description

Description

Operational planning and long term planning for companies are more complex in recent years. Information change fast, and the decision making is a hard task. Therefore, optimization algorithms are used to find optimal solutions for these problems. Professionals in this field are the most valued ones.

In this course you will learn what is necessary to solve problems applying:

Linear Programming (LP)
Mixed-Integer Linear Programming (MILP)
NonLinear Programming (NLP)
Mixed-Integer Linear Programming (MINLP)
Genetic Algorithm (GA)
Particle Swarm (PSO)
Constraint Programming (CP)

The following solvers and frameworks will be explored:

Solvers: CPLEX – Gurobi – GLPK – CBC – IPOPT – Couenne – SCIP
Frameworks: Pyomo – Or-Tools – PuLP
Same Packages and tools: Geneticalgorithm – Pyswarm – Numpy – Pandas – MatplotLib – Spyder – Jupyter Notebook

In addition to the classes and exercises, the following problems will be solved step by step:

Optimization on how to install a fence in a garden
Route optimization problem
Maximize the revenue in a rental car store
Optimal Power Flow: Electrical Systems

The classes use examples that are created step by step, so we will create the algorithms together.

Besides this course is more concerned with mathematical approaches, you will also learn how to solve problems using artificial intelligence (AI), genetic algorithm, and particle swarm.

Don’t worry if you do not know Python or how to code, I will teach you everything you need to start with optimization, from the installation of Python and its basics, to complex optimization problems.

I hope this course can help you in your carrier. Yet, you will receive a certification from Udemy.

See you in the classes!
Who this course is for:

Undergrad, graduation, master program, and doctorate students.
Companies that wish to solve complex problems
People interested in complex problems and artificial intelligence

Requirements

Some knowledge in programming logic
Why and where to use optimization
It is NOT necessary to know Python

Last Updated 4/2021