Displaying 20 results from an estimated 8000 matches similar to: "constrOptim convergence"
2009 Nov 18
1
bug in '...' of constrOptim (PR#14071)
Dear all,
There appears to be a bug in how constrOptim handles ... arguments that
are suppose to be passed to optim, according to the documentation. This
means you can't get the hessian to be returned, for example (so this is
a real problem, and not just a question of mistaken documentation).
Looking at the code, it appears that a call to the user-defined f
includes the ..., when the ...
2011 Dec 29
0
problem of "constrOptim.nl", no hessian and convergence values
Dear Helper,
I used "constrOptim.nl" and got the value of par. The estimations looks good
even if the number of iterations is only 16. But the values of hessian and
convergence are both "NULL".
I tested the objective function and gradient function by "optim" and didn't
see any problem there. With these functions, "optim" gives the convergence
value
2004 Jul 14
2
constrOptim and function with additional parameters?
How can I use a function with some additional input parameters
in constrOptim? For example, something like
fr <- function(x,a) { ## Rosenbrock Banana function
x1 <- x[1]
x2 <- x[2]
a * (x2 - x1 * x1)^2 + (1 - x1)^2
}
where the optimum is to be found w.r.t. x. Calling
optim(c(-1.2,1), fr, NULL, a=100) works as expected, but I fail
to provide the a=100 in the constrained case:
2009 Apr 23
6
Stuck using constrOptim
Trying to use constrOptim to minimize the sum of squared deviations. I put
the objective function in as: sum((x %*% Y - Z)^2) so i'm trying to get
values for x to minimize the sum of the squared deviations between the
product of x and Y and Z.
Anyways i have no problem using this when x is a 3x1 test variable. it
works great with the constraints and everything. when i actually use it on
2003 Oct 29
1
constrOptim doesn´t send arguments to optim!(?)
Hi,
I think that there something wrong with the 'constrOptim' max/minimization
function because she doesn?t send extra arguments to 'optim' call.
Fact: When I use optim in a f(x,theta)-like function, everything goes ok.
But using constrOptim with the same function leads to error...
Proof: Make a small change in the 'Rosenbrock Banana function' (taken from
the Examples
2011 Dec 20
1
constrOptim and problem with derivative
Dear List,
I am using constrOptim to solve the following
fr1 <- function(x) {
b0 <- x[1]
b1 <- x[2]
((1/(1+exp(-b0+b1))+(1/(1+exp(-b0)))+(1/(1+exp(-b0-b1)))))/3
}
As you can see, my objective function is
((1/(1+exp(-b0+b1))+(1/(1+exp(-b0)))+(1/(1+exp(-b0-b1)))))/3 and I would
like to solve for both b0 and b1.
If I were to use optim then I would derive the gradient of the
2008 Jan 18
1
constrOptim with method SANN
Hi Everyone,
I'm trying to minimize a function using constrOptim with
the simulated annealing method SANN.
If I understand constrOptim well, it basically passes most
of its arguments to optim while somehow enforcing the constraints.
My problem is, that since SANN does not need gradients,
when using optim with SANN, the gr argument of optim is
used to specify a function to create the next
2006 Feb 01
1
output hessian matrix in constrOptim
Hi,
Is there any way to get the hessian matrix from the "constrOptim" function without supplying gradient function? Thanks.
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2011 Dec 21
1
constrOptim and further arguments
Dear List,
I have the code below, where I am using the constrained optimisation
package, 'constrOptim.nl' to find the values of two values, b0 and b1.
I have no problems when I enter further variable information DIRECTLY into
the functions, fn, and heq. In this instance I require fn to have -0.0075
appended to it, and in the case of heq, h[1] has -0.2.
library(alabama)
2009 Jun 03
1
Using constrOptim() function
I have a function myFunction(beta,x) where beta is a vector of coefficients
and x is a data frame (think of it as a matrix). I want to optimize the
function myFunction() by ONLY changing beta, i.e. x stays constant, with 4
constraints. I have the following code (with a separate source file for the
function):
rm(list=ls())
source('mySourceFile')
2010 Jun 17
2
constrOptim( ): conflict between help page and code
There is a contradiction between what the help page says and what constrOptim actually
does with the constraints. The issue is what happens on the boundary.
The help page says
The feasible region is defined by ?ui %*% theta - ci >= 0?,
but the R code for constrOptim reads
if (any(ui %*% theta - ci <= 0))
stop("initial value not feasible")
The following example
2011 Dec 29
0
problem of "constrOptim.nl", no hessian and convergence
Hi,
Use the `auglag' function in "alabama" if you want to get the Hessian at convergence. This typically tends to perform better than `constrOptim.nl'. Also, `constrOptim.nl' does not compute the Hessian. You should not specify method="L-BFGS-B". The default method "BFGS" is better in this setting.
Hope this helps,
Ravi
2004 Apr 27
1
constrOptim does ineq, not eq, but who do ?
Hi everybody,
please, could you give me help ? I scanned the help archives and didn't
found hints...
I want to solve a large sparse linear system subjected to an inequality
constrains (all solutions positive) and an equality constrain (all
solutions sum to 1), thus I tried to fool constrOptim using:
x[1] + 0 + ... + 0 >= 0
...
0 + 0 + ... + x[n] >= 0
x[1] + x[2] + ... +
2004 Sep 13
1
maximization subject to constaint
Hello:
I have been trying to program the following maximization problem and would
definitely welcome some help.
the target function: sum_{i} f(alpha, beta'X_{i}),
where alpha and beta are unknown d-dim parameter,
f is a known function an X_{i} are i.i.d. r.v.
I need to maximize the above sum, under the constaint that:
2008 Jun 17
2
constrOptim with method = "L-BFGS-B"
Hi,
i need to minimize a quadratic function with boundary condidtions and one
equality condition.
In order to do that i converted the equality constraint into 2 inequality
constaints and passed everything cia constrOptim, as the manual said:
everything included in the ... will be passed to Optim that will pass it
back to fn in case it does not need it.
My code is the following:
mat <-
2009 Nov 02
2
a prolem with constrOptim
Hi,
I apologize for the long message but the problem I encountered can't be stated in a few lines.
I am having some problems with the function constrOptim. My goal is to maximize the likelihood of product of K multinomials, each with four catagories under linear constraints on the parameter values. I have found that the function does not work for many data configurations.
#The likelihood
2008 Jun 08
2
optim, constrOptim: setting some parameters equal to each other
Hello, and apologies for the upcoming naive questions. I am a biologist who is trying to teach himself the appropriate areas of math and stats. I welcome pointers to suggested background reading just as much as I do direct answers to my question.
Let's say I have a function F() that takes variables (a,b,c,a1,b1,c1) and returns x, and I want to find the values of these variables that result in
2008 May 12
1
hessian in constrained optimization (constrOptim)
Dear helpers,
I am using the function "constrOptim" to estimate a model with ML with an
inequality constraint using the option method='Nelder-Mead'.
When I specify the option: hessian = TRUE I obtain the response:
Error in f(theta, ...) : unused argument(s) (hessian = TRUE)
I guess the function "constrOptim" does not allow this argument which, on
the other hand, is
2009 Sep 11
1
constrOptim parameters
Dear R wizards: I am playing (and struggling) with the example in the
constrOptim function. simple example. let's say I want to constrain my
variables to be within -1 and 1. I believe I want a whole lot of
constraints where ci is -1 and ui is either -1 or 1. That is, I have 2*N
constraints. Should the following work?
N=10
x= rep(1:N)
ci= rep(-1, 2*N)
ui= c(rep(1, N), rep(-1, N))
2007 Aug 02
1
constraint in constrOptim
I'm using the function constrOptim together with the "SANN" method and
my objective function (f) has two parameters. One of the parameters
needs be into (2^(-10), 2^4) range and the other into (2^(-2), 2^12)
range. How can I do it using constrOptim??
Thank you
André Rossi
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