Math Problem Statement
We have a monthly budget of $7160 and three types of developers with different daily rates. We need to determine the maximum number of days each developer can work within this budget, considering the constraint that TAs cannot work more than 3 days. We cannot have fractional days. We can no allocate any developer more than 20 days Sr Dev : $224/day TA : $280/day Dev: $192/day
Solution
To determine the maximum number of days each developer can work within the budget, we need to solve a linear optimization problem. We have three types of developers, each with a different daily rate, and we are given the constraints:
- Sr Dev: $224/day
- TA: $280/day (with a maximum of 3 days)
- Dev: $192/day
We need to find the maximum number of days each developer can work without exceeding the total monthly budget of $7160. Additionally, no developer can work more than 20 days.
Let's define:
- = number of days the Sr Dev works
- = number of days the TA works (with a maximum of 3 days)
- = number of days the Dev works
Objective:
Maximize the total number of working days:
Constraints:
- Budget constraint:
- Maximum working days for each developer: , ,
- Non-negativity: , ,
We can solve this by testing the maximum allowable days within these constraints.
Let's proceed step by step:
- Set to 3 (the maximum allowable days for TA) because TA has the highest rate and is limited.
- Maximize and within the remaining budget.
Let's calculate:
-
For :
- TA cost:
- Remaining budget:
-
Maximize under the new budget constraint:
Now, we check different combinations for and :
If , then:
- Cost of Sr Dev:
- Remaining budget:
- Maximum given remaining budget: (rounded down to 9 days)
Let's verify:
- Total days:
- , ,
- Total cost:
This fits within the budget, and it's the maximum combination.
Solution:
- Sr Dev: 20 days
- TA: 3 days
- Dev: 9 days
This allocation will utilize $7048 of the $7160 budget.
Would you like any further details or have any questions?
Relative Questions:
- How would the solution change if the budget increased?
- What if TAs could work more than 3 days?
- How would changing the daily rate of one of the developers impact the solution?
- What happens if we require that each developer works at least 5 days?
- How can we optimize the days if fractional days were allowed?
Tip:
When dealing with linear optimization problems, identifying constraints and systematically testing possible combinations can lead to an optimal solution.
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Math Problem Analysis
Mathematical Concepts
Linear Optimization
Constraints
Budgeting
Formulas
-
Theorems
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Suitable Grade Level
College
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