An interface for the SCS solver

SCS()

# S4 method for SCS
mip_capable(solver)

# S4 method for SCS
status_map(solver, status)

# S4 method for SCS
name(x)

# S4 method for SCS
import_solver(solver)

# S4 method for SCS
reduction_format_constr(object, problem, constr, exp_cone_order)

# S4 method for SCS,Problem
perform(object, problem)

# S4 method for SCS,list,list
invert(object, solution, inverse_data)

# S4 method for SCS
solve_via_data(
  object,
  data,
  warm_start,
  verbose,
  feastol,
  reltol,
  abstol,
  num_iter,
  solver_opts,
  solver_cache
)

Arguments

solver, object, x

A SCS object.

status

A status code returned by the solver.

problem

A Problem object.

constr

A Constraint to format.

exp_cone_order

A list indicating how the exponential cone arguments are ordered.

solution

The raw solution returned by the solver.

inverse_data

A list containing data necessary for the inversion.

data

Data generated via an apply call.

warm_start

A boolean of whether to warm start the solver.

verbose

A boolean of whether to enable solver verbosity.

feastol

The feasible tolerance on the primal and dual residual.

reltol

The relative tolerance on the duality gap.

abstol

The absolute tolerance on the duality gap.

num_iter

The maximum number of iterations.

solver_opts

A list of Solver specific options

solver_cache

Cache for the solver.

Methods (by generic)

  • mip_capable(SCS): Can the solver handle mixed-integer programs?

  • status_map(SCS): Converts status returned by SCS solver to its respective CVXPY status.

  • name(SCS): Returns the name of the solver

  • import_solver(SCS): Imports the solver

  • reduction_format_constr(SCS): Return a linear operator to multiply by PSD constraint coefficients.

  • perform(object = SCS, problem = Problem): Returns a new problem and data for inverting the new solution

  • invert(object = SCS, solution = list, inverse_data = list): Returns the solution to the original problem given the inverse_data.

  • solve_via_data(SCS): Solve a problem represented by data returned from apply.