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31 changes: 31 additions & 0 deletions src/ADNLPProblems/hovercraft1d.jl
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export hovercraft1d

function hovercraft1d(args...; n::Int = default_nvar, type::Val{T} = Val(Float64), kwargs...) where {T}
N = div(n, 3)
function f(y)
x, v, u = y[1:N], y[(N + 1):(2 * N)], y[(2 * N + 1):end]
return sum(u .^ 2)
end
function c(y)
x, v, u = y[1:N], y[(N + 1):(2 * N)], y[(2 * N + 1):end]
return vcat(
x[1],
v[1],
x[N] - 100,
v[N],
[x[i + 1] - x[i] - v[i] for i = 1:(N - 1)],
[v[i + 1] - v[i] - u[i] for i = 1:(N - 1)],
)
end
xi = zeros(T, 3 * N - 1)
return ADNLPModels.ADNLPModel(
f,
xi,
c,
zeros(T, 2 * N + 2),
zeros(T, 2 * N + 2),
name = "hovercraft1d";
lin = collect(1:2 * N + 2),
kwargs...,
)
end
25 changes: 25 additions & 0 deletions src/Meta/hovercraft1d.jl
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hovercraft1d_meta = Dict(
:nvar => 3 * div(default_nvar, 3) - 1,
:variable_nvar => true,
:ncon => 2 * div(default_nvar, 3) + 2,
:variable_ncon => true,
:minimize => true,
:name => "hovercraft1d",
:has_equalities_only => true,
:has_inequalities_only => false,
:has_bounds => false,
:has_fixed_variables => false,
:objtype => :other,
:contype => :linear,
:best_known_lower_bound => -Inf,
:best_known_upper_bound => Inf,
:is_feasible => missing,
:defined_everywhere => missing,
:origin => :unknown,
)
get_hovercraft1d_nvar(; n::Integer = default_nvar, kwargs...) = 3 * div(default_nvar, 3) - 1
get_hovercraft1d_ncon(; n::Integer = default_nvar, kwargs...) = 2 * div(default_nvar, 3) + 2
get_hovercraft1d_nlin(; n::Integer = default_nvar, kwargs...) = 2 * div(default_nvar, 3) + 2
get_hovercraft1d_nnln(; n::Integer = default_nvar, kwargs...) = 0
get_hovercraft1d_nequ(; n::Integer = default_nvar, kwargs...) = 2 * div(default_nvar, 3) + 2
get_hovercraft1d_nineq(; n::Integer = default_nvar, kwargs...) = 0
30 changes: 30 additions & 0 deletions src/PureJuMP/hovercraft1d.jl
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# JuMP model follows Laurent Lessard CS/ECE/ISyE 524, University of Wisconsin–Madison,
# Introduction to Optimization class.

# Hovercraft 1D example
# https://laurentlessard.com/teaching/524-intro-to-optimization/

function hovercraft1d(args...; n::Int = default_nvar, kwargs...)
nlp = Model()

T = div(n, 3) # length of time horizon
@variable(nlp, x[1:T]) # resulting position
@variable(nlp, v[1:T]) # resulting velocity
@variable(nlp, u[1:(T - 1)]) # thruster input

# constraint on start and end positions and velocities
@constraint(nlp, x[1] == 0)
@constraint(nlp, v[1] == 0)
@constraint(nlp, x[T] == 100)
@constraint(nlp, v[T] == 0)

# satisfy the dynamics
for i = 1:(T - 1)
@constraint(nlp, x[i + 1] == x[i] + v[i])
@constraint(nlp, v[i + 1] == v[i] + u[i])
end

# minimize 2-norm
@objective(nlp, Min, sum(u .^ 2))
return nlp
end