Cost and Benefit
When taking an action , benefit is your gain, and cost is your loss by choosing that action. We ignore all costs that are not related to choosing the action.
If there is X amount of money taht one is willing to pay for an action, it goes towards the benefit of that action.
Economic surplus, or net benefit, for taking an action is given by:
Opportunity cost is the cost of choosing one action over another ():
The cost that has already been incurred and cannot be recovered.
Ignore sunk cost when making decisions, always look forward.
Marginal benefit/cost () means additional gain/loss from taking one more unit of action .
, for integer
If the unit of action is continous, the value will be given, or use the derivative: .
Net margin:
A rational person:
- Only take action when
- Only keep taking action when
- Best action is when is maximized:
We can make decisions about finding the optimal number of units to take between two or more actions by equalizing the net margins.
2023 Summer Midterm Q3
To allocate 29 hours of tasks between A & B to minimize cost, whose costs are:
Cost | Formula |
---|---|
avg. A | |
mar. A | |
avg. B | |
mar. B |
We need to find and such that and the marginal costs are equalized, i.e., . This is due to the cost-benefit principle: equalizing the net margins.
Example: Workers
To allocate 4 workers fix items in places A & B, where the number of items repaired:
n. workers | fixed A | fixed B |
---|---|---|
1 | 70 | 40 |
2 | 80 | 60 |
3 | 89 | 79 |
4 | 98 | 97 |
First convert the benefit table to marginal benefit table:
n. workers | fixed A | fixed B |
---|---|---|
1 | 70 | 40 |
2 | 10 | 20 |
3 | 9 | 19 |
4 | 9 | 18 |
Then, we simply decide where workers go by choosing highest marginal benefit: