Math Problem Statement

Find the general flow pattern of the network shown in the figure. Assuming that the flow must be in the directions indicated, find the minimum flows in the branches denoted by x2, x3, x4, and x5.

Solution

Let's analyze the flow network to answer part a.

From the diagram:

  • We observe flows coming into and out of various points (A, B, C, D, E) with specified flow values.

  • Let's define the flow variables at each branch:

    • x1x_1: Flow from A to B
    • x2x_2: Flow from B to C
    • x3x_3: Flow from E to B
    • x4x_4: Flow from B to D
    • x5x_5: Flow from C to D
    • x6x_6: Flow from E to C

Flow at Nodes (Conservation of Flow):

  • At Node A: Incoming flow = 80, outgoing flow through x1x_1. x1=80x_1 = 80

  • At Node E: Incoming flow = 50, outgoing flows through x3x_3 and x6x_6. 50=x3+x650 = x_3 + x_6

  • At Node B: Incoming flows = x1+x3x_1 + x_3, outgoing flows = x2+x4x_2 + x_4. x1+x3=x2+x4x_1 + x_3 = x_2 + x_4

  • At Node C: Incoming flows = x2+x6x_2 + x_6, outgoing flow = x5x_5. x2+x6=x5x_2 + x_6 = x_5

  • At Node D: Incoming flows = x4+x5x_4 + x_5, outgoing flow = 90. x4+x5=90x_4 + x_5 = 90

Using these conservation equations:

  1. x1=80x_1 = 80
  2. 50=x3+x650 = x_3 + x_6
  3. x1+x3=x2+x4x_1 + x_3 = x_2 + x_4 or 80+x3=x2+x480 + x_3 = x_2 + x_4
  4. x2+x6=x5x_2 + x_6 = x_5
  5. x4+x5=90x_4 + x_5 = 90

Now, solving these for minimum flows:

  • From equation (2), we know that x3=50x6x_3 = 50 - x_6.
  • Substitute x3x_3 into equation (3): 80+(50x6)=x2+x480 + (50 - x_6) = x_2 + x_4 gives 130x6=x2+x4130 - x_6 = x_2 + x_4 (equation 6).
  • From equation (4), x2=x5x6x_2 = x_5 - x_6.
  • Substitute into equation (6): 130x6=(x5x6)+x4130 - x_6 = (x_5 - x_6) + x_4.
  • Simplify to get 130=x5+x4130 = x_5 + x_4.

From equation (5), x4+x5=90x_4 + x_5 = 90. Therefore, both x4x_4 and x5x_5 must solve x4+x5=90x_4 + x_5 = 90 and x4+x5=130x_4 + x_5 = 130, meaning these must be free variables.

Based on this, the correct configuration is option B, where x1=80x_1 = 80 and the rest are free.


Would you like a more detailed explanation, or do you have any specific questions?

Related questions:

  1. How does the conservation of flow apply to networks with more nodes?
  2. What happens if the flow directions change?
  3. How do we compute maximum flow using the same principles?
  4. Can this problem be generalized for larger networks?
  5. What is the significance of identifying free variables in network flows?

Tip: When solving flow network problems, always start by analyzing nodes with known inflows and outflows first to simplify the system of equations.

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Math Problem Analysis

Mathematical Concepts

Flow Network
Linear Equations
Flow Conservation

Formulas

Conservation of flow at nodes: Incoming flows = Outgoing flows
Flow equations for the network

Theorems

Conservation of Flow

Suitable Grade Level

Grades 10-12