# Using Linear Programming To Solve Problems

It is also used for product smoothing and assembly line balancing.LP technique enables the personnel manager to solve problems relating to recruitment, selection, training, and deployment of manpower to different departments of the firm.

Consider a bicycle manufacturer that produces mountain bikes and street bikes, each of which generates a different profit level.

The manufacturer would like to know how many bikes of each category to produce so as to maximize profits, given that the business can sell its entire output.

Two different teams produce the mountain bikes and the street bikes by hand, each with production constraints in terms of how many bikes it can produce per day.

The bikes also have to go through a machine finishing process that has a limited processing capacity.

Their end goal is to achieve the best possible outcome.

For example, a manufacturing company may use linear programming to identify ways to minimize production and inventory costs without sacrificing product quality.

We will be using python and the Pu LP linear programming package to solve these linear programming problems.

Pu LP largely uses python syntax and comes packaged with the CBC solver; it also integrates nicely with a range of open source and commercial LP solvers.

The business could use the linear programming technique to solve this sort of problem.

The linear programming approach is based on an assumption that the world is linear. There are certain ways of mixing the inputs that a linear programming approach doesn't permit.

## Comments Using Linear Programming To Solve Problems

• ###### How Is Linear Programming Used in the Real World.

How Is Linear Programming Used in the Real World? Linear programming is used daily in the real world to optimize the allocation of resources or activities to generate the most benefit or profit. Linear programming can take multiple factors into account into the thousands and is used extensively by business managers, economists and public planners.…

• ###### Solve linear programming problem using Excel – Analytics Tuts

Once everything is done Solver parameters will look like below and click Solve. That’s done. We’ll see that now we have values for x and y and P. This was optimize solution for the problem. Problem Source. So this was about how to solve linear programming in MS Excel using Solver add-in. Keep visiting Analytics Tuts for more tutorials.…

• ###### Solve Linear Programming Problem Using Simplex Method.

Linear Programming It is a method used to find the maximum or minimum value for linear objective function. It is a special case of mathematical programming. Simplex Method It is one of the solution method used in linear programming problems that involves two variables or a large number of constraint. The solution for constraints equation with nonzero variables is called as basic variables.…

• ###### Solve a Minimization Problem Using Linear Programming.

Finite math teaches you how to use basic mathematic processes to solve problems in business and finance. For example, you can use linear programming to stay within a budget. When you’re dealing with money, you want a maximum value if you’re receiving cash. But if you’re on a…

• ###### USING EXCEL SOLVER IN OPTIMIZATION PROBLEMS

A nonlinear programming model consists of a nonlinear objective function and nonlinear constraints. Linear programming is a technique used to solve models with linear objective function and linear constraints. The Simplex Algorithm developed by Dantzig 1963 is used to solve linear programming problems.…

• ###### Linear Programming with Python and PuLP – Ben Alex Keen

We will be using python and the PuLP linear programming package to solve these linear programming problems. PuLP largely uses python syntax and comes packaged with the CBC solver; it also integrates nicely with a range of open source and commercial LP solvers.…

• ###### How to Solve Linear Programming in Excel Sciencing

Linear programming is a mathematical method of optimizing an outcome in a mathematical model using linear equations as constraints. To solve a standard form linear program use Microsoft Excel and the Excel Solver add-in. Excel Solver can be enabled in Excel 2010 by clicking "file" in the toolbar.…

• ###### Linear Programming - edu

Linear Programming 18.1 Overview In this lecture we describe a very general problem called linear programming that can be used to express a wide variety of diﬀerent kinds of problems. We can use algorithms for linear program-ming to solve the max-ﬂow problem, solve the min-cost max-ﬂow problem, ﬁnd minimax-optimal…