sum_squares: Sum of Squares

In CVXR: Disciplined Convex Optimization

Sum of Squares

Description

The sum of the squared entries in a vector or matrix.

Usage

sum_squares(expr)

Arguments

expr	An Expression, vector, or matrix.

Value

An Expression representing the sum of squares of the input.

Examples

set.seed(212)
m <- 30
n <- 20
A <- matrix(stats::rnorm(m*n), nrow = m, ncol = n)
b <- matrix(stats::rnorm(m), nrow = m, ncol = 1)

x <- Variable(n)
obj <- Minimize(sum_squares(A %*% x - b))
constr <- list(0 <= x, x <= 1)
prob <- Problem(obj, constr)
result <- solve(prob)

result$value
result$getValue(x)
result$getDualValue(constr[[1]])

CVXR documentation built on June 27, 2024, 5:11 p.m.