pulp.tar.gz

pulp

We make optimization decisions every day. To improve the performance of your applications, computers need to do the same. This course will help you optimize computing functions through the open-source Python library PuLP.

In this course, you’ll learn about linear programming, an optimization approach that maximizes or minimizes functions through defined algebra, and the PuLP library along with its various optimizers available via APIs. You’ll identify the variables and constraints of computing functions and define the optimization goals. You’ll then learn and practice common linear programming algorithms. Finally, you’ll be introduced to potential applications in the real world.

By the end of the course, you will be able to optimize computing functions using Python and PuLP.

Master Linear Programming in Python with PuLP

We cannot solve it using linear programming.

A Sudoku puzzle doesn’t have an optimal solution.


Why do we not have to maximize or minimize any function while solving the Sudoku puzzle using linear programming? 


Why do we not have to maximize or minimize any function while solving the Sudoku puzzle using linear programming?

Each row must have all values from 1 to 9, and no number can be present more than once.


Each column must have all values from 1 to 9, and no number can be present more than once.


All the diagonal values must be from 1 to 9.


Which is not a valid constraint for solving the Sudoku puzzle using linear programming?


Which is not a valid constraint for solving the Sudoku puzzle using linear programming?

Express it as a minimization problem since we need to find the smallest coefficients that can balance the equation.


Express it as a maximization problem since we need to find the largest coefficients that can balance the equation.


Express it as a minimization problem since we need to find the smallest coefficients.


Express it as a maximization problem since we need to find the largest coefficients.


How can you solve the problem of balancing a chemical equation using linear programming?


How can you solve the problem of balancing a chemical equation using linear programming?

Which can be used for parsing the reactants and products in a chemical equation?


Which can be used for parsing the reactants and products in a chemical equation?

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Quiz