Dynamic programming and Bellman Equation

 

We consider the same optimization problem as yesterday’s

 

          subject to

 

but the form of production is now somewhat different.

 

We introduce technology shock that is a random process. That is

 

 

where

 

 

for

 

We can construct Bellman equation

 

      at time t

 

where  is expectation.

 

We guess

 

 

Taking the derivative with respect to kt+1 and respectively, we get

 

and

Thus

  (*)

  (**)

 

The Bellman equation is now going to be

 

where we have since when we take off the expectation.

 

Comparing coefficients for the same kinds, we get

 

Therefore

 

Since

 

We have solved out so we can say that the guess is right.

 

From one of FOC’s,

 

Thus

where the schedule of (k,k’) shifts up or down depending on technology shock.