Here’s a complete solution to number 31 from Section 3.3, down to the final answer. Let me know if you have any questions!
Category Archives: Homework Chapter 3
Practice Problems :: Simplex Method
Problem 1:
Consider the following feasible set:
- $latex x \ge -1 \text{ and } x\le 1$
- $latex y \ge -1 \text{ and } y\le 1$
- $latex z \ge -1 \text{ and } z\le 1$
- $latex w \ge -1 \text{ and } w\le 1$
The vertices of this feasible set have four coordinates, and each coordinate is either equal to positive one or negative one. For example (1,-1,1,1) is a vertex of the feasible set.
Two vertices are neighbors if they agree in all but one coordinate. For example, (1,1,1,1) is a neighbor of (1,-1,1,1).
Starting with the vertex (1,-1,1,1) as $latex v_0$, maximize the following objective function: $latex -2x-y+3z+4w$
Problem 2:
The permutahedron, $latex P_n$, is an example of a feasible set. The vertices of the permutahedron are given by permutations of $latex n$ (we’ll talk more about these in the coming weeks). I have listed the vertices of the permutahedron $latex P_3$ below:
- (1,2,3)
- (2,1,3)
- (1,3,2)
- (2,3,1)
- (3,1,2)
- (3,2,1)
Correction:
The neighbors a vertex are obtained by swapping entries that are adjacent in value.
- For example: (1,2,3) and (2,1,3) are neighbors. But (3,1,2) and (2,1,3) are also neighbors. In the second example, I am looking at the entries whose values are 3 and 2, and swap.
Problem 2 part 1: Show that each vertex of $latex P_3$ has exactly two neighbors. (Thus, this feasible set is a polygon, even though it naturally lives in 3-space.)
Problem: 2 part 2: Use the simplex method, starting at the vertex (1,2,3) to maximize the objective function $latex 2x+4y+z$
Section 3.3 Practice Problems
From Section 3.3 complete the following problems for practice:
- Numbers 22 (solution: operate refinery I for 4 days and refinery II for 3 days), 23 (see example 1 for a similar problem), 24, 25, 26 (solution: ship 4 cars from Baltimore to Philadelphia, 1 car from Baltimore to Trenton, and 6 cars from NY to Trenton), 31
Practice Problems
From Section 3.2:
- 25-31 odds only
- 33, 34 (Solution: Cleveland should operate 20 days, Toledo should operate 50 days), 37, 38 (Solution: 8 hours from smelter A, 11 hours from smelter B), 39, 40 (Solution: 80 homes of the first type, 60 of the second type), 41
For the test you should be able to carry out all of the steps to a linear programing problem.
Practice Problems: Sections 3.1-3.2
- Section 3.1 Numbers 1-13, odds only (skip problem 9). These are great practice for setting up the word problems and graphing, two of the hardest steps in these optimization problems.
- Section 3.2 1-19 odds only (skip number 17) These problems practice finding a minimum or maximum once you have your equations and graphs.