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RBC_F90.f90
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RBC_F90.f90
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!============================================================================
! Name : RBC_F90.f90
! Description : Basic RBC model with full depreciation
! Date : July 21, 2013
!============================================================================
program RBC_F90
!----------------------------------------------------------------
! 0. variables to be defined
!----------------------------------------------------------------
implicit none
integer, parameter :: nGridCapital = 17820
integer, parameter :: nGridProductivity = 5
real(8), parameter :: tolerance = 0.0000001
real :: time_begin, time_end
integer :: nCapital, nCapitalNextPeriod, gridCapitalNextPeriod, nProductivity, nProductivityNextPeriod
integer :: iteration
real(8) :: aalpha, bbeta, capitalSteadyState, outputSteadyState, consumptionSteadyState
real(8) :: valueHighSoFar, valueProvisional, consumption, capitalChoice
real(8) :: maxDifference,diff,diffHighSoFar
real(8), dimension(nGridProductivity) :: vProductivity
real(8), dimension(nGridProductivity,nGridProductivity) :: mTransition
real(8), dimension(nGridCapital) :: vGridCapital
real(8), dimension(nGridCapital,nGridProductivity) :: mOutput, mValueFunction, mValueFunctionNew, mPolicyFunction
real(8), dimension(nGridCapital,nGridProductivity) :: expectedValueFunction
call CPU_TIME(time_begin)
!----------------------------------------------------------------
! 1. Calibration
!----------------------------------------------------------------
aalpha = 0.33333333333; ! Elasticity of output w.r.t
bbeta = 0.95 ! Discount factor
! Productivity value
vProductivity = (/0.9792, 0.9896, 1.0000, 1.0106, 1.0212/)
! Transition matrix
mTransition = reshape( (/0.9727, 0.0273, 0., 0., 0., &
0.0041, 0.9806, 0.0153, 0.0, 0.0, &
0.0, 0.0082, 0.9837, 0.0082, 0.0, &
0.0, 0.0, 0.0153, 0.9806, 0.0041, &
0.0, 0.0, 0.0, 0.0273, 0.9727 /), (/5,5/))
mTransition = transpose(mTransition)
!----------------------------------------------------------------
! 2. Steady state
!----------------------------------------------------------------
capitalSteadyState = (aalpha*bbeta)**(1.0/(1.0-aalpha))
outputSteadyState = capitalSteadyState**(aalpha)
consumptionSteadyState = outputSteadyState-capitalSteadyState
print *, 'Steady State values'
print *, 'Output: ', outputSteadyState, 'Capital: ', capitalSteadyState, 'Consumption: ', consumptionSteadyState
! Grid for capital
do nCapital = 1, nGridCapital
vGridCapital(nCapital) = 0.5*capitalSteadyState+0.00001*(nCapital-1)
end do
!----------------------------------------------------------------
! 3. Pre-build Output for each point in the grid
!----------------------------------------------------------------
do nProductivity = 1, nGridProductivity
do nCapital = 1, nGridCapital
mOutput(nCapital, nProductivity) = vProductivity(nProductivity)*(vGridCapital(nCapital)**aalpha)
end do
end do
!----------------------------------------------------------------
! 4. Main Iteration
!----------------------------------------------------------------
maxDifference = 10.0
iteration = 0
do while (maxDifference>tolerance)
expectedValueFunction = matmul(mValueFunction,transpose(mTransition));
do nProductivity = 1,nGridProductivity
! We start from previous choice (monotonicity of policy function)
gridCapitalNextPeriod = 1
do nCapital = 1,nGridCapital
valueHighSoFar = -100000.0
do nCapitalNextPeriod = gridCapitalNextPeriod,nGridCapital
consumption = mOutput(nCapital,nProductivity)-vGridCapital(nCapitalNextPeriod)
valueProvisional = (1.0-bbeta)*log(consumption)+bbeta*expectedValueFunction(nCapitalNextPeriod,nProductivity)
if (valueProvisional>valueHighSoFar) then ! we break when we have achieved the max
valueHighSoFar = valueProvisional
capitalChoice = vGridCapital(nCapitalNextPeriod)
gridCapitalNextPeriod = nCapitalNextPeriod
else
exit
end if
end do
mValueFunctionNew(nCapital,nProductivity) = valueHighSoFar
mPolicyFunction(nCapital,nProductivity) = capitalChoice
end do
end do
maxDifference = maxval((abs(mValueFunctionNew-mValueFunction)))
mValueFunction = mValueFunctionNew
iteration = iteration+1
if (mod(iteration,10)==0 .OR. iteration==1) then
print *, 'Iteration:', iteration, 'Sup Diff:', MaxDifference
end if
end do
!----------------------------------------------------------------
! 5. PRINT RESULTS
!----------------------------------------------------------------
print *, 'Iteration:', iteration, 'Sup Diff:', MaxDifference
print *, ' '
print *, 'My check:', mPolicyFunction(1000,3)
print *, ' '
call CPU_TIME (time_end)
print *, 'Elapsed time is ', time_end - time_begin
end program RBC_F90