Is Every Transformation of Utility Functions Monotonic?

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Homework Help Overview

The discussion revolves around the properties of utility functions and their transformations, specifically examining whether certain functions are increasing, monotonic transformations of utility functions. Participants analyze various functions and their derivatives to determine their monotonicity.

Discussion Character

  • Conceptual clarification, Mathematical reasoning, Assumption checking

Approaches and Questions Raised

  • Participants attempt to evaluate whether specific functions are increasing by checking their derivatives. Questions arise about the positivity or negativity of these derivatives and the implications for monotonicity.

Discussion Status

There is an ongoing exploration of the derivatives of various functions, with some participants providing insights into the behavior of these derivatives. Multiple interpretations of the results are being discussed, particularly regarding the conditions under which certain functions are defined and their implications for monotonicity.

Contextual Notes

Participants note that the domain of certain functions, such as the logarithm, restricts their applicability, which affects the evaluation of their derivatives. There is also a discussion about the behavior of exponential functions across their domains.

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Homework Statement


Suppose that the utility functions u(x,y) are related to v(x,y) = f(u(x,y)). In each case below, select "Yes" if the function f is an increasing, monotonic transformation and "No" if it is not.


Homework Equations



A differentiable equation f(u) is an increasing function of u if its derivative is positive.

The Attempt at a Solution



f(u) = 3.141592u (YES)
f(u) = 5000-23u (YES)
f(u) = u-100000 (YES)
f(u) = log(base 10)u (NO)
f(u) = -e^-u (NO)
f(u) = 1/u (NO)
f(u) = -1/u (YES)

My answers are in parenthesis. Are they right? If not, can you explain briefly why?
 
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djalap said:

Homework Statement


Suppose that the utility functions u(x,y) are related to v(x,y) = f(u(x,y)). In each case below, select "Yes" if the function f is an increasing, monotonic transformation and "No" if it is not.


Homework Equations



A differentiable equation f(u) is an increasing function of u if its derivative is positive.

The Attempt at a Solution



f(u) = 3.141592u (YES)
f(u) = 5000-23u (YES)
Above, check the derivative. Is it positive?
djalap said:
f(u) = u-100000 (YES)
f(u) = log(base 10)u (NO)
Above, Why do you think this?
djalap said:
f(u) = -e^-u (NO)
Above, check the derivative. Is it negative?
djalap said:
f(u) = 1/u (NO)
f(u) = -1/u (YES)
The two above are a little tricky. For the first, the derivative is not defined for u = 0, so, for example, even though 1/u is decreasing on each half of its domain it is not decreasing overall. -1 < 1, but 1/-1 < 1/1, which should not be the case for a decreasing function.
djalap said:
My answers are in parenthesis. Are they right? If not, can you explain briefly why?
 
Mark44 said:
Above, check the derivative. Is it positive?

Derivative of 3.141592u = 3.141592 = positive
Derivative of 5000-23u = -23 = negative. so its no

Above, Why do you think this?

Derivative of u-100000 = 1 = positive
Deriviative of log(base 10)u = 1/ln(10) = 2.3 = Positive

Above, check the derivative. Is it negative?

derivative of e = 0? so then, is that positive or negative?

The two above are a little tricky. For the first, the derivative is not defined for u = 0, so, for example, even though 1/u is decreasing on each half of its domain it is not decreasing overall. -1 < 1, but 1/-1 < 1/1, which should not be the case for a decreasing function.

these 2 are correct?

New answers =
Yes
No
Yes
Yes
IDK? (NO?)
No
Yes
 
djalap said:
Deriviative of log(base 10)u = 1/ln(10)
d/du(log u) is not a constant.
djalap said:
derivative of e = 0?
Yes, but that's not the function - it is -e-u. What is d/du(eu)? What is d/du(e-u)? Take another look at the differentation rules for log x, ln x, ex.
 
so d/du (log u) = 1/(u LN 10) = no?

d/du (-e^-u) = e^-u = no
 
djalap said:
so d/du (log u) = 1/(u LN 10) = no?
You have the derivative right, but isn't 1/(u ln 10) > 0?
djalap said:
d/du (-e^-u) = e^-u = no
Again, the derivative is right, but isn't e-u > 0?
 
Mark44 said:
You have the derivative right, but isn't 1/(u ln 10) > 0?

Again, the derivative is right, but isn't e-u > 0?


With U in the function, can't U be negative, making the answer negative?
 
The domain for log u is {u | u > 0}. This has an effect on the values of 1/(u ln 10).
The domain for e-u is all real numbers, and the range is the same as for eu. (The graphs are different, of course.)
 
Mark44 said:
The domain for log u is {u | u > 0}. This has an effect on the values of 1/(u ln 10).
The domain for e-u is all real numbers, and the range is the same as for eu. (The graphs are different, of course.)

So they are both positive.

Because e^-u is always positive.

Right?
 
  • #10
"They" being the derivatives - yes.
 

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