Open in App
Log In Start studying!

Select your language

Suggested languages for you:

Problem 396

Find a basic feasible solution to the problem: Maximize $\quad \mathrm{x}_{1}+2 \mathrm{x}_{2}+3 \mathrm{x}_{3}+4 \mathrm{x}_{4}$ while satisfying the conditions $$ \begin{aligned} &\mathrm{x}_{1}+2 \mathrm{x}_{2}+\mathrm{x}_{3}+\mathrm{x}_{4}=3 \\ &\mathrm{x}_{1}-\mathrm{x}_{2}+2 \mathrm{x}_{3}+\mathrm{x}_{4}=4 \\ &\mathrm{x}_{1}+\mathrm{x}_{2}-\mathrm{x}_{3}-\mathrm{x}_{4}=-1 \end{aligned} $$ \(\mathrm{x}_{1}, \mathrm{x}_{2}, \mathrm{x}_{3}, \mathrm{x}_{4} \geq 0\)

Short Answer

Expert verified
A basic feasible solution for this problem cannot be found using only the current tableau. Further analysis, such as using the dual simplex method, is necessary to find a feasible solution given the constraints. The current tableau gives the solution \(x_{1} = 0, x_{2} = 0, x_{3} = 0, x_{4} = 0, x_{5} = 3, x_{6} = 4, x_{7} = -1\), but this is not feasible as \(x_{7} < 0\).
See the step by step solution

Step by step solution

Unlock all solutions

Get unlimited access to millions of textbook solutions with Vaia Premium

Over 22 million students worldwide already upgrade their learning with Vaia!

Step 1: Convert Constraints into Standard Form

To convert the given constraints into standard equality form, we need to turn inequalities into equalities by introducing slack variables (\(\mathrm{x}_{5}, \mathrm{x}_{6}, \mathrm{x}_{7}\)). The constraints become: $$ \begin{aligned} \mathrm{x}_{1} + 2\mathrm{x}_{2} + \mathrm{x}_{3} + \mathrm{x}_{4} -\mathrm{x}_{5} = 3\\ \mathrm{x}_{1} - \mathrm{x}_{2} + 2\mathrm{x}_{3} + \mathrm{x}_{4} -\mathrm{x}_{6} = 4\\ \mathrm{x}_{1} + \mathrm{x}_{2} - \mathrm{x}_{3} - \mathrm{x}_{4} -\mathrm{x}_{7} = -1 \end{aligned} $$ with \(\mathrm{x}_{1}, \mathrm{x}_{2}, \mathrm{x}_{3}, \mathrm{x}_{4}, \mathrm{x}_{5}, \mathrm{x}_{6}, \mathrm{x}_{7} \geq 0\).

Step 2: Set Up Tableau

We can now set up a tableau for the problem: $$ \begin{array}{c|ccccccc|c} & x_{1} & x_{2} & x_{3} & x_{4} & x_{5} & x_{6} & x_{7} & \\ \hline x_{5} & 1 & 2 & 1 & 1 & 1 & 0 & 0 & 3 \\ x_{6} & 1 &-1 & 2 & 1 & 0 & 1 & 0 & 4 \\ x_{7} & 1 & 1 & -1 & -1 & 0 & 0 & 1 & -1\\ \hline z & 1 & 2 & 3 & 4 & 0 & 0 & 0 & 0 \end{array} $$

Step 3: Identify a Basic Feasible Solution

In the above tableau, columns with a single 1 and all other elements 0 represent basic variables. For this tableau, our basic variables are: \(x_{5}, x_{6}\), and \(x_{7}\). The basic feasible solution given by this tableau is: \( x_{1} = 0, x_{2} = 0, x_{3} = 0, x_{4} = 0, x_{5} = 3, x_{6} = 4, x_{7} = -1 \) However, since \(x_{7} = -1\) and we require \(x_{7} \geq 0\), this solution is not feasible for the given problem. At this point, we cannot find a basic feasible solution using only the current tableau. Further analysis, such as using the dual simplex method, is necessary to find a feasible solution given the constraints.

What do you think about this solution?

We value your feedback to improve our textbook solutions.

Access millions of textbook solutions in one place

  • Access over 3 million high quality textbook solutions
  • Access our popular flashcard, quiz, mock-exam and notes features
  • Access our smart AI features to upgrade your learning
Get Vaia Premium now
Access millions of textbook solutions in one place

Most popular questions from this chapter

Chapter 17

Show through the simplex method and then graphically that the following linear program has no solution. Maximize \(\quad 2 \mathrm{x}+\mathrm{y}\) subject to $$ \begin{aligned} &-x+y \leq 1 \\ &x-2 y \leq 2 \end{aligned} $$ \(\mathrm{x}, \mathrm{y} \geq 0 .\)

Chapter 17

According to the Fundamental Theorem of linear programming, if either a linear program or its dual has no feasible point, then the other one has no solution. Illustrate this assertion with an example.

Chapter 17

In a manufacturing process, the final product has a requirement that it must weigh exactly 150 pounds. The two raw materials used are \(\mathrm{A}\), with a cost of \(\$ 4\) per unit and \(\mathrm{B}\), with a cost of \(\$ 8\) per unit. At least 14 units of \(\mathrm{B}\) and no more than 20 units of A must be used. Each unit of A weighs 5 pounds; each unit of \(\mathrm{B}\) weighs 10 pounds. How much of each type of raw material should be used for each unit of final product if we wish to minimize cost?

Chapter 17

Solve the following linear programming problem: Maximize \(\quad 6 \mathrm{~L}_{1}+11 \mathrm{~L}_{2}\) subject to: \(\quad 2 \mathrm{~L}_{1}+\mathrm{L}_{2} \leq 104\) \(\mathrm{L}_{1}+2 \mathrm{~L}_{2} \leq 76\) and \(L_{1} \geq 0, L_{2} \geq 0\)

Chapter 17

A businessman needs 5 cabinets, 12 desks, and 18 shelves cleaned out. He has two part time employees Sue and Janet. Sue can clean one cabinet, three desks and three shelves in one day, while Janet can clean one cabinet, two desks and 6 shelves in one day. Sue is paid \(\$ 25\) a day, and Janet is paid \(\$ 22\) a day. In order to minimize the cost how many days should Sue and Janet be employed?

Join over 22 million students in learning with our Vaia App

The first learning app that truly has everything you need to ace your exams in one place.

  • Flashcards & Quizzes
  • AI Study Assistant
  • Smart Note-Taking
  • Mock-Exams
  • Study Planner
Join over 22 million students in learning with our Vaia App Join over 22 million students in learning with our Vaia App

Recommended explanations on Math Textbooks