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Example of Model Construction (1 of 4)
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səhifə | 2/5 | tarix | 10.04.2023 | ölçüsü | 1,6 Mb. | | #95690 |
| chapter1
Example of Model Construction (1 of 4) - Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall
- Information and Data:
- Business firm makes and sells a steel product
- Product costs $5 to produce
- Product sells for $20
- Product requires 4 pounds of steel to make
- Firm has 100 pounds of steel
- Business Problem:
- Determine the number of units to produce to make the most profit, given the limited amount of steel available.
- Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall
- A variable is a symbol used to represent an item that can take on any value.
- Parameters are known, constant values that are often coefficients of variables in equations.
- Data are pieces of information from the problem environment.
- A model is a functional relationship that includes variables, parameters, and equations.
- Example of Model Construction (2 of 4)
- Variables: X = # units to produce (decision variable)
- Z = total profit (in $)
- Model: Z = $20X - $5X (objective function)
- 4X = 100 lb of steel (resource constraint)
- Parameters: $20, $5, 4 lbs, 100 lbs (known values)
- Formal Specification of Model:
- maximize Z = $20X - $5X
- subject to 4X = 100
- Example of Model Construction (3 of 4)
- Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall
- Example of Model Construction (4 of 4)
- Solve the constraint equation:
- 4x = 100
- (4x)/4 = (100)/4
- x = 25 units
- Substitute this value into the profit function:
- Z = $20x - $5x
- = (20)(25) – (5)(25)
- = $375
- (Produce 25 units, to yield a profit of $375)
- Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall
- Model Building:
- Break-Even Analysis (1 of 9)
- Used to determine the number of units of a product to sell or produce that will equate total revenue with total cost.
- The volume at which total revenue equals total cost is called the break-even point.
- Profit at break-even point is zero.
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