e04kz {NAGFWrappers} R Documentation

e04kz: Minimum, function of several variables, modified Newton algorithm, simple bounds, using first derivatives (easy-to-use)

Description

e04kz is an easy-to-use modified Newton algorithm for finding a minimum of a function F(x_1x_2 . . . x_n), subject to fixed upper and lower bounds on the independent variables x_1 , x_2 , . . . , x_n, when first derivatives of F are available. It is intended for functions which are continuous and which have continuous first and second derivatives (although it will usually work even if the derivatives have occasional discontinuities).

Usage

e04kz(ibound, funct2, bl, bu, x,
n=nrow(bl)
)


Arguments

 ibound integer Indicates whether the facility for dealing with bounds of special forms is to be used. It must be set to one of the following values: ibound = 0: If you are supplying all the l_j and u_j individually. ibound = 1: If there are no bounds on any x_j. ibound = 2: If all the bounds are of the form 0 <= x_j. ibound = 3: If l_1 = l_2 = \cdots = l_n and u_1 = u_2 = \cdots = u_n. funct2 void function You must supply this function to calculate the values of the function F(x) and its first derivatives ( \partial F)/( \partial x_j) at any point x. It should be tested separately before being used in conjunction with e04kz (see the E04 chapter). bl double array The lower bounds l_j. bu double array The upper bounds u_j. x double array x(j) must be set to a guess at the jth component of the position of the minimum for j=1 . . . n. The function checks the gradient at the starting point, and is more likely to detect any error in your programming if the initial x(j) are nonzero and mutually distinct. n integer: default = nrow(bl) The number n of independent variables.

Details

R interface to the NAG Fortran routine E04KZF.

Value

 bl double array The lower bounds actually used by e04kz. bu double array The upper bounds actually used by e04kz. x double array The lowest point found during the calculations of the position of the minimum. f double The value of F(x) corresponding to the final point stored in x. g double array The value of ( \partial F)/( \partial x_j) corresponding to the final point stored in x for j=1 . . . n; the value of g(j) for variables not on a bound should normally be close to zero.

NAG

Examples

e04kz_funct2 = function(n, xc, fc, gc) {

gc <- as.matrix(mat.or.vec(n, 1))
fc <- (xc[1] + 10 * xc[2])^2 + 5 * (xc[3] - xc[4])^2 + (xc[2] -
2 * xc[3])^4 + 10 * (xc[1] - xc[4])^4
gc[1] <- 2 * (xc[1] + 10 * xc[2]) + 40 * (xc[1] - xc[4])^3
gc[2] <- 20 * (xc[1] + 10 * xc[2]) + 4 * (xc[2] - 2 * xc[3])^3
gc[3] <- 10 * (xc[3] - xc[4]) - 8 * (xc[2] - 2 * xc[3])^3
gc[4] <- -10 * (xc[3] - xc[4]) - 40 * (xc[1] - xc[4])^3
list(FC = fc, GC = as.matrix(gc))
}

ibound <- 0
bl <- matrix(c(1, -2, -1e+06, 1), nrow = 4, ncol = 1,
byrow = TRUE)

bu <- matrix(c(3, 0, 1e+06, 3), nrow = 4, ncol = 1,
byrow = TRUE)

x <- matrix(c(3, -1, 0, 1), nrow = 4, ncol = 1, byrow = TRUE)

e04kz(ibound, e04kz_funct2, bl, bu, x)



[Package NAGFWrappers version 24.0 Index]