https://github.com/javierbarbero/DataEnvelopmentAnalysis.jl
Tip revision: ef5caf760c212460402b94db3f7c8623ee114f63 authored by Javier Barbero on 05 May 2021, 10:22:41 UTC
Version 0.5.0
Version 0.5.0
Tip revision: ef5caf7
optimizer.jl
# This file contains functions for the DEA optimizers
"""
AbstractDEAOptimizer
An abstract type representing a DEA optimizer.
"""
abstract type AbstractDEAOptimizerModel end
"""
DEAOptimizer(optimizer; time_limit, silent)
An data structure storing the configuration of a DEA optimizer.
# Optimizer specification:
- `LP`: linear programming default optimizer, GLPK.
- `NLP`: nonlinear programmin default optimizer, Ipopt.
- Any JuMP supported solver.
# Optional Arguments
- `time_limit=:60`: time limit in seconds.
- `silent=:true`: suppress optimizer output.
# Examples
```jldoctest
julia> myoptimizer = DEAOptimizer(GLPK.Optimizer, time_limit = 10, silent = true);
```
"""
struct DEAOptimizer <: AbstractDEAOptimizerModel
optimizer
time_limit::Float64
silent::Bool
function DEAOptimizer(optimizer; time_limit = 60, silent = true)
if optimizer == :LP
optimizer = GLPK.Optimizer
elseif optimizer == :NLP
optimizer = Ipopt.Optimizer
end
new(optimizer, time_limit, silent)
end
end
"""
newdeamodel(DEAOptimizer)
Generate a new JuMP model for DEA with the specified optimizer.
This function is used internally and for packages that want to extend the functionality of this package.
# Examples
```jldoctest
julia> deamodel = newdeamodel(DEAOptimizer(GLPK.Optimizer));
```
"""
function newdeamodel(deaoptimizer::DEAOptimizer)::Model
deamodel = Model(deaoptimizer.optimizer)
set_time_limit_sec(deamodel, deaoptimizer.time_limit)
if deaoptimizer.silent
set_silent(deamodel)
end
return deamodel
end