Numerical Optimization Algorithms

The Numerical Optimization Algorithms is a web-based application that allows for the exploration of numerical optimization algorithms on various test functions. The application is built with R Shiny and deployed using shinylive. Check out the live application at https://shiny.thecoatlessprofessor.com/numerical-optimization/

Deployment

This application is deployed using shinylive, allowing it to run directly in the browser without requiring an R server. Shinylive converts the R code to WebAssembly, making it possible to run R applications entirely client-side.

Local Development Environment

1. Clone the repository:

git clone https://github.com/coatless-shiny/numerical-optimization.git

2. Open the numerical-optimization.Rproj

3. Install required R packages:

install.packages(c("shiny", "plotly", "bslib", "bsicons", "shinylive"))

4. Run the application:

shiny::runApp()

5. Check if the application can be converted to {shinylive}:

shinylive::export(".", "_site")

Acknowledgments

• Built using the R Shiny framework
• Uses the bslib package for Bootstrap 5 theming
• Deployed using shinylive for browser-based execution