R CVXR linear programming

Illustrated infographic summarizing: R CVXR linear programming

Here is the example that works:

Original source not working: http://rtutorial.altervista.org/lp_solvers.html
Thanks to Mark Neal for debugging: https://stackoverflow.com/questions/60909930/r-cvxr-matrix-multiplicati…

library(CVXR)
#create Variable objects that can be manipulated by the solver.
x<-Variable(3)
#coefficients for objective function
C <- matrix(c(2,4,3), nrow = 1)
#the Maximize function does not find a maximum for this function. It is creating an objective function object that the solver will be able to use.

objective<-Maximize(C %*% x)
#make a list of constraints. x[i] is the ith x variable
constraints<-list(3*x[1]+4*x[2]+2*x[3]<=60, 
                  2*x[1]+x[2]+2*x[3]<=40, 
                  x[1]+3*x[2]+2*x[3]<=80, 
                  x>=0)
#now we formulate the problem using the Problem function. this will create a "Problem" object for the solver
problem<-Problem(objective, constraints)
microbenchmark(
#now we can get the solution by calling solve. Now we can print out all the information we want.
ans<-solve(problem),
times=100
)
#show status
print(ans$status)
#show optimum value
print(ans$value)
#show values for variables
print(ans$getValue(x))

Latest articles

AI crawlers can copy a familiar name. Here’s how to verify signed agents at the edge while keeping legitimate automated traffic moving.

A critical Webform release is a reminder to audit every Drupal codebase, configuration and deployment—not just the main production website.

A secure AI workflow can turn Meet and Teams transcripts into approved decisions and tasks in Jira or Asana—without giving up control.

NGINX 1.31.5 can route on JSON body values. Here’s how to weigh the performance, security, and operational trade-offs before using it.

OpenAI can keep agent sessions running, but reliable workflows still depend on clear failure states, safe retries, validation, limits and human fallback.

AI can identify termination deadlines and price adjustments in supplier contracts, route uncertain findings for approval and create the right reminders.

Why a DNS record can exist in a dashboard yet fail publicly—and how to trace zone cuts, verify glue, and fix the right side of a live delegation.

An Apache version below 2.4.68 may still be patched. Package provenance, vendor advisories, module checks and runtime evidence reveal the real position.

PHP 8.2 security support ends on December 31, 2026. Here is how to audit, test, and migrate a mixed CMS estate without rushing production changes.

How Danish businesses can automate Gmail and Microsoft 365 with rapid sorting, limited permissions and human approval.