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Optimization with Python all you need for LP-MILP-NLP-MINLP Udemy coupons

Optimization with Python: all you need for LP-MILP-NLP-MINLP

Learn how to solve optimization problems using CPLEX, Gurobi, A.I., and more (also called operational research)

Created by Rafael Silva Pinto | 7.5 hours on-demand video course

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.

What you’ll learn

  • Solve optimization problems using linear programming, mixed-integer linear programming, nonlinear programming, mixed-integer nonlinear programming,
  • LP, MILP, NLP, MINLP
  • Main solvers and frameworks, including CPLEX, Gurobi, and Pyomo
  • Genetic algorithm, particle swarm, and constraint programming
  • From the basic to advanced tools, learn how to install Python and how to use the main packages (Numpy, Pandas, Matplotlib…)
  • How to solve problems with arrays and summations

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