articleJournal of Statistical SoftwareJan 1, 2010DIAMOND OA

Solving Differential Equations in R : Package deSolve

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Abstract

In this paper we present the R package deSolve to solve initial value problems (IVP) written as ordinary differential equations (ODE), differential algebraic equations (DAE) of index 0 or 1 and partial differential equations (PDE), the latter solved using the method of lines approach. The differential equations can be represented in R code or as compiled code. In the latter case, R is used as a tool to trigger the integration and post-process the results, which facilitates model development and application, whilst the compiled code significantly increases simulation speed. The methods implemented are efficient, robust, and well documented public-domain Fortran routines. They include four integrators from the…

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Authors

3

Topics & keywords

Keywords
  • Computer science
  • Jacobian matrix and determinant
  • Ordinary differential equation
  • Fortran
  • Code (set theory)
  • Differential equation
  • Applied mathematics
  • Differential algebraic equation
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