Loading…
useR!2017 has ended
View analytic
Thursday, July 6 • 6:15pm - 6:20pm
simmer: Discrete-Event Simulation for R

Sign up or log in to save this to your schedule and see who's attending!

Keywords: Discrete-Event Simulation
Webpages: https://CRAN.R-project.org/package=simmer, http://r-simmer.org/
Discrete-Event Simulation (DES) is a powerful modelling technique that breaks down complex systems into ordered sequences of well-defined events. Its applications are broad (from process design, planification and optimisation to decision making) in a wide range of fields, such as manufacturing, logistics, healthcare and networking.
This talk presents simmer, a package that brings DES to R. It is designed as a generic yet powerful process-oriented framework. The architecture encloses a robust and fast simulation core written in C++ with integrated monitoring capabilities, allowing for easy access to time series data on processes and resources. It provides a rich and flexible R API that revolves around the concept of a trajectory, a common path in the simulation model for entities of the same type. A trajectory can be defined as a recipe-like set of activities that correspond to common functional DES blocks. These activities are exposed as intuitive verbs (e.g., seize, release and timeout) and chained using the popular pipeline notation %>%, which makes for clear and transparent DES modelling.
Over time, the simmer package has seen significant improvements and has been at the forefront of DES for R.

Speakers


Thursday July 6, 2017 6:15pm - 6:20pm
3.01 Wild Gallery

Attendees (67)