Optimization with Python: Solve Operations Research Problems free download

Optimization with Python: Solve Operations Research Problems . Solve optimization problems using linear programming, mixed-integer linear programming and nonlinear programming . Main solvers and frameworks, including CPLEX, Gurobi, and Pyomo . Learn how to use the main packages (Numpy, Pandas, Matplotlib…) and how to solve problems with arrays and summations . Use the Python language to help you understand problems with Python’s Numpy and Pandas packages . Learn about the basics of Python’s programming language and how you can use it in the book’s “Optimization With Python”‘s “optimization toolbook”

What you’ll learn in Optimization with Python: Address Workflow Research Study Problems

  1. Fix optimization issues utilizing linear programming, mixed-integer direct shows, nonlinear programming, mixed-integer nonlinear programming,
  2. LP, MILP, NLP, MINLP, SCOP, NonCovex Troubles
  3. Key solvers and also frameworks, consisting of CPLEX, Gurobi, as well as Pyomo
  4. Genetic formula, bit flock, and also constraint programs
  5. From the basic to advanced tools, discover just how to mount Python and exactly how to make use of the main packages (Numpy, Pandas, Matplotlib …)
  6. Just how to solve issues with varieties and also summations

Description

Functional preparation as well as long-term preparation for firms are extra complex recently. Information modifications fast, and also the decision making is a hard job. Therefore, optimization algorithms (procedures research study) are utilized to locate optimal services for these issues. Experts in this area are among the most valued on the market.

In this training course you will discover what is required to address issues applying Mathematical Optimization and also Metaheuristics:

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 inteligence
File Name :Optimization with Python: Solve Operations Research Problems free download
Content Source:udemy
Genre / Category:Development
File Size :4.29 gb
Publisher :Rafael Silva Pinto
Updated and Published:07 Jul,2022

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File name: Optimization-with-Python-Solve-Operations-Research-Problems.rar
File Size:4.29 gb
Course duration:8 hours
Instructor Name:Rafael Silva Pinto
Language:English
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