Difference equations steady states (Problem in the last step)

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SUMMARY

The discussion centers on the stability of steady states in difference equations, specifically the equation γ - δp_t = (p_{t-1} - α) / β. The derived steady state is p^* = (α + γβ) / (δβ + 1), with the stability condition α + γβ < δβ + 1. The user encounters a problem when attempting to solve for P_n and finds that the logarithm of a negative number leads to an unsolvable equation. The discussion concludes with a request for validation of the stability condition and methods to eliminate the negative term from the equation.

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  • Understanding of difference equations
  • Familiarity with stability conditions in mathematical modeling
  • Knowledge of logarithmic functions and their properties
  • Basic algebraic manipulation skills
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sid9221
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http://dl.dropbox.com/u/33103477/model.png
Form of the equation

\gamma -\delta p_t = \frac{p_{t-1}-\alpha}{\beta}

or

p_t = \frac{-1}{\delta \beta}p_{t-1} + \frac{\alpha + \gamma \beta}{\delta \beta}

So the steady state is p^* = \frac{\alpha + \gamma \beta}{\delta \beta + 1}

For the steady state to be stable it should tend to zero hence

\alpha + \gamma \beta &lt; \delta \beta + 1

or \alpha + \beta \gamma - \beta \delta &lt; 1

Now the general solution from the def of a steady state can be given by:

P_n = (\frac{-1}{\delta \beta})^n [1-\frac{\alpha + \gamma \beta}{\delta \beta + 1}] + \frac{\alpha + \gamma \beta}{\delta \beta + 1}

Subbing in values:

P_n = (\frac{-5}{6})^n [\frac{-9}{11}] + \frac{20}{11}

So say I put P_n = (\frac{20}{11} - \frac{1}{100}) ie within a penny(approaching downwards)

than [\frac{-5}{6}]^n = \frac{11}{900}

Which can't be solved as log of negative is the "end of the universe". So where am I going wrong ?

The condition for the steady state to be stable might be wrong but that's a secondry issue, is there anyway I can get the minus out cause without it I get an reasonable answer of around 24 days..
 
Last edited by a moderator:
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sid9221 said:
http://dl.dropbox.com/u/33103477/model.png
Form of the equation

\gamma -\delta p_t = \frac{p_{t-1}-\alpha}{\beta}

or

p_t = \frac{-1}{\delta \beta}p_{t-1} + \frac{\alpha + \gamma \beta}{\delta \beta}

So the steady state is p^* = \frac{\alpha + \gamma \beta}{\delta \beta + 1}

For the steady state to be stable it should tend to zero hence

\alpha + \gamma \beta &lt; \delta \beta + 1

or \alpha + \beta \gamma - \beta \delta &lt; 1

Now the general solution from the def of a steady state can be given by:

P_n = (\frac{-1}{\delta \beta})^n [1-\frac{\alpha + \gamma \beta}{\delta \beta + 1}] + \frac{\alpha + \gamma \beta}{\delta \beta + 1}

Subbing in values:

P_n = (\frac{-5}{6})^n [\frac{-9}{11}] + \frac{20}{11}

So say I put P_n = (\frac{20}{11} - \frac{1}{100}) ie within a penny(approaching downwards)

than [\frac{-5}{6}]^n = \frac{11}{900}

Which can't be solved as log of negative is the "end of the universe". So where am I going wrong ?

The condition for the steady state to be stable might be wrong but that's a secondry issue, is there anyway I can get the minus out cause without it I get an reasonable answer of around 24 days..

You might not be able to get to exactly one penny away from equilibrium in an integer number of periods. However, you do want to get *within* one penny of equilibrium. Your P_n fluctuates above and below equilibrium, so you need
\left|P_n - \frac{11}{20} \right| \leq \frac{1}{100}, hence
\frac{9}{11} \left| \left(\frac{-5}{6} \right)^n \right| \leq \frac{1}{100},
or \left(\frac{5}{6} \right)^n \leq \frac{11}{900}.

RGV
 
Last edited by a moderator:
Thank you, can you tell me if my condition for stability of the steady state is ok ?
 

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