Scm 16: Supply Chain Modeling & Optimization Session Linear Programming – II hw debrief February 1, 2023 Announcements



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05 Feb 01 Class SCM 416 (HW1 LP2)
04 Jan 30 Class SCM 416 (LP1)

SCM 416: Supply Chain Modeling
& Optimization
Session 5
Linear Programming – II
HW 1 Debrief
February 1, 2023
Announcements
  • HW 1 due now
    • One-week turn around time for grading
  • HW 2 posted
    • Due February 8, 9:30 AM
    • Individual exercise
  • LP Example: Farming
  • HW 1 Debrief
  • Summary

Session Outline
  • Farmer, owns 450 acres of land, wants to plant each acre with wheat or corn
    • Each acre planted with wheat yields $2000 profit, needs 3 workers, 2 tons of fertilizer
    • Each acre planted with corn yields $3000 profit, needs 2 workers, 4 tons of fertilizer

Example: Farming Wheat & Corn
What is the best farming strategy of the farmer?

Resource

Availability

Workers

1000

Fertilizer (tons)

1200

Acreage

450
  • Availability
    • 1000 workers
    • 1200 tons of fertilizers

Wheat

Corn

Workers needed/acre

3

2

Fertilizer needed/acre

2

4

Profit/acre, $

2000

3000

Objective:
Decision variables:
Constraints:
  • Total number of workers used ≤ 1000
  • Total amount of fertilizer used (tons) ≤ 1200

  • (3) Total acreage planted ≤ 450
    (4) DVs are non-negative

(1) How many acres of wheat to plant
(2) How many acres of corn to plant
Wheat__Corn_(cont.)__Resource__Availability'>Maximize total profit from farming wheat + corn
Farming Wheat & Corn (cont.)

Resource

Availability

Workers

1000

Fertilizer (tons)

1200

Acreage

450

Wheat

Corn

Workers needed/acre

3

2

Fertilizer needed/acre

2

4

Profit/acre, $

2000

3000

Objective:
DV:
Constraints:

  • (2)
    (3)

Maximize
Farming: Algebraic Formulation
= number of acres of wheat planted
= number of acres of corn planted

Resource

Availability

Workers

1000

Fertilizer (tons)

1200

Acreage

450

Wheat

Corn

Workers needed/acre

3

2

Fertilizer needed/acre

2

4

Profit/acre, $

2000

3000

Let us look at Excel solution
  • LP Example: Farming
  • HW 1 Debrief
  • Summary

Session Outline
Let us look at Excel solution
  • LP Example: Farming
  • HW 1 Debrief
  • Summary

Session Outline
Summary & Key Takeaways

Next Class: LP 3: Sensitivity Analysis
  • Review Excel solution of the STC and farming examples
  • Readings (see “Reading(s) by Date” folder on Canvas)
      • Chapter 3, WA: read p.87-90 and p.97-101
  • Access to Excel will be needed

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