Lagraingian constrained optimization problem

Click For Summary

Discussion Overview

The discussion revolves around a constrained optimization problem using the Lagrangian method, specifically focusing on an individual's labor supply decision over a year. The utility function and income constraints, including the effects of a progressive income tax, are central to the problem. Participants explore how to determine optimal choices of consumption and leisure under these conditions.

Discussion Character

  • Homework-related
  • Mathematical reasoning
  • Debate/contested

Main Points Raised

  • One participant presents a utility function U = (C^0.5) x (H^0.5) and a time/income constraint C + wh = Tw, seeking help with the impact of a progressive income tax on optimal consumption (C) and leisure (H).
  • Another participant requests clarification on the definitions of variables C, H, and wh, expressing confusion about their relationships to the tax.
  • A different participant suggests that the consumption constraint for the non-taxed case is c = (T-h)w, indicating that the wage rate is constant at $10/hour and proposing a simpler approach without Lagrange multipliers.
  • This participant also mentions the need to consider two cases based on income levels relative to $25,000, proposing a modified constraint for the case where income exceeds this threshold.

Areas of Agreement / Disagreement

Participants express differing views on the clarity of variable definitions and the approach to solving the problem. There is no consensus on the best method to incorporate the tax into the optimization problem, and multiple approaches are suggested.

Contextual Notes

Some participants note the potential need to split the problem into cases based on income levels, indicating that local maxima may not fall within the required regions for each case. There is also mention of confusion regarding variable notation, which may affect understanding.

adeel
Messages
45
Reaction score
0
Im not sure if this is the right place, but I have an optimization problem where I assume we are supposed to use the Lagraingian method:

Consider the labour supply problem for an individual over an entire year. Suppose the individuals utility is described by the function U = (C^0.5) x (H^0.5). Further, suppose that the individuals combined time/income constraint is given by the equation C + wh = Tw, where T = 8760 is the number of hours in a standard year. Suppose the initial wage rate is $ 10/hour. Suppose that the government imposes a progressive income tax of 10% on all income above $ 25,000. That is, the individual pays no tax on the first $ 25,000 they earn. However, any income above $ 25,000 per year is taxed at a rate of 10%. Given this tax, what are the individuals optimum choices of consumption (C) and leisure (H).

I know how to do the problem without the tax, but i have no idea how to deal with the tax. Any help is greatly appreciated (its going to be on a final i have tomorow, so the faster the better. Thanks.
 
Mathematics news on Phys.org
any ideas? anyone?
 
It might help if you would tell us what your variables, C, H, wh (or is that c*h?) mean! I can see no relationship between U and the tax!
 
I agree with Hall's, the variables involved are not very clearly explained and the mixed case (H vs h etc) is confusing.

Anyway, I assume the consumption contraint, c = (T-h)w, is just for the non-taxed case. That is where w is a constant of $10.00 per hour.

This case is very easily solved, no need to use Lagrange multiplers (though you can if you wish). You just need to subst the constraint into the functional to make it a simple function of one variable "h" and the find the maxima.

If you do this it will tell you that you have to work 12hrs per day, 7 days per week and 365 days per year just to be maximally happy, Rats! Thank God for taxation however (j/k) because when you repeat the problem with taxation included then at least it tells you to work a little bit less.

To handle the case with taxation it's best to split the problem into two regions (case 1 for annual income <= 25000 and case two for annual income > 25000). Remember that if a local maxima for a given case does not fall within the required region for that case then the actual maximum will occur at the boundary.

For case 2 (income>25000) use the modified constraint of c = 2500 + 9(T-h) ok.
 

Similar threads

  • · Replies 6 ·
Replies
6
Views
3K
Replies
2
Views
1K
  • · Replies 7 ·
Replies
7
Views
3K
  • · Replies 8 ·
Replies
8
Views
2K
  • · Replies 1 ·
Replies
1
Views
3K
  • · Replies 6 ·
Replies
6
Views
2K
  • · Replies 8 ·
Replies
8
Views
4K
Replies
4
Views
2K
  • · Replies 5 ·
Replies
5
Views
4K