Dgp2Dcp-class function

Reduce DGP problems to DCP problems.

Reduce DGP problems to DCP problems.

This reduction takes as input a DGP problem and returns an equivalent DCP problem. Because every (generalized) geometric program is a DGP problem, this reduction can be used to convert geometric programs into convex form. class

## S4 method for signature 'Dgp2Dcp,Problem' accepts(object, problem) ## S4 method for signature 'Dgp2Dcp,Problem' perform(object, problem) ## S4 method for signature 'Dgp2Dcp' canonicalize_expr(object, expr, args) ## S4 method for signature 'Dgp2Dcp,Solution,InverseData' invert(object, solution, inverse_data)

Arguments

  • object: A Dgp2Dcp object.
  • problem: A Problem object.
  • expr: An Expression object corresponding to the DGP problem.
  • args: A list of values corresponding to the DGP expression
  • solution: A Solution object to invert.
  • inverse_data: A InverseData object containing data necessary for the inversion.

Methods (by generic)

  • accepts(object = Dgp2Dcp, problem = Problem): Is the problem DGP?
  • perform(object = Dgp2Dcp, problem = Problem): Converts the DGP problem to a DCP problem.
  • canonicalize_expr(Dgp2Dcp): Canonicalizes each atom within an Dgp2Dcp expression.
  • invert(object = Dgp2Dcp, solution = Solution, inverse_data =InverseData): Returns the solution to the original problem given the inverse_data.
  • Maintainer: Anqi Fu
  • License: Apache License 2.0 | file LICENSE
  • Last published: 2024-11-07