High School

A farmer in Napa Valley has a 100-acre farm on which to plant grapes or almonds.

- Every acre planted with grapes requires 75 gallons of water per day.
- Every acre planted with almonds requires 100 gallons of water per day.

The farmer estimates that:

- It will take 1.5 hours of labor to harvest each acre planted with grapes.
- It will take 3 hours to harvest each acre planted with almonds.

The yields are expected to sell for:

- $3,000 per acre for grapes.
- $4,000 per acre for almonds.

Constraints:

- The farmer can pump a maximum of 9,000 gallons of water per day from their well.
- The farmer has saved $2,400 for hiring laborers, who are paid $10 per hour.

Objective:

- Determine how many acres of each crop the farmer should plant to maximize profits.

Additional Scenario:

B. California has forecasted a drought during the growing season as a result of climate change. The farmer estimates that this will cut the daily water supply from their well in half. Find the new optimal solution and explain the findings.

Answer :

Final answer:

An understanding of the constraints – water supply and labor costs is necessary to solve the problem. Initially, the farmer can plant 90 acres of grapes and 10 acres of almonds. However during a drought, the farmer would have to allocate about 58 acres to grapes and approximately 2 acres to almonds in order to maximize profit.

Explanation:

The problem essentially becomes an optimization problem, which can be solved using theories in mathematics. The farmer has two constraints: water and labor costs. Given the farmer's situation, and taking into account the estimated effects of a drought, the farmer would have to reassess their farming operations, particularly the allocation of resources, to optimize the farm's profits.

Initially, the farmer can plant 90 acres of grapes and 10 acres of almonds without exceeding their water supply (75*90 + 100*10 = 9000 gallons) and would have enough to pay for the labor costs for a day (90*1.5*10 + 10*3*10 = 2400 dollars).

However, during a drought, the farmer will have only half the water supply (4500 gallons), the farmer cannot plant the same number of grape and almond acres given their requirement. To maximize profit, the farmer would have to allocate more acres to grapes, since they require less water per acre but still yield a significant income. By playing around with the numbers a little bit, the farmer can plant about 58 acres of grapes and approximately 2 acres of almonds.

This is a mathematics-based optimization problem requiring a solid understanding of real-life decisions impacted by the allocation of resources, optimization, and profit maximization under changing circumstances.

Learn more about Optimization here:

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