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Fusion implementation of the model at http://yetanothermathprogrammingconsultant.blogspot.dk/2016/02/two-nonlinear-formulations.html
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def oven1(n, M, A, T): | |
AS = [ 1./math.sqrt(a) for a in A ] | |
with Model() as m: | |
x = m.variable('x', n, Domain.greaterThan(0.) ) | |
y = m.variable('y', n, Domain.inRange(0.,1.0), Domain.isInteger() ) | |
s = m.variable('s', n, Domain.unbounded() ) | |
d = m.variable('d', n, Domain.unbounded() ) | |
t = m.variable('t', 1, Domain.unbounded() ) | |
m.constraint( Expr.sum(x) , Domain.equalsTo(T)) | |
m.constraint( Expr.sub( x, Expr.mulElm( M, y) ), Domain.lessThan(0.) ) | |
m.constraint( Expr.add( s, Expr.mulElm( M, y) ), Domain.lessThan(M) ) | |
m.constraint( Expr.sub( Expr.mulElm( M, y), s ), Domain.lessThan(M) ) | |
m.constraint( Expr.sub( Expr.add(d,x), s), Domain.equalsTo( A) ) | |
m.constraint( Expr.vstack( 0.5, t, Expr.mulElm( d, AS) ), Domain.inRotatedQCone() ) | |
m.objective( ObjectiveSense.Minimize, t) | |
m.setLogHandler(sys.stdout) | |
m.solve() | |
return x.level(), y.level() |
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